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ACM Inroads

ACM Inroads is a magazine intended for professionals interested in advancing computing education in the world. Authors represent an international community of scholars who reflect and contribute to the computing profession. In addition to invited editorials and columns, authors may contribute to technical papers in standard or extended formats, bits-and-bytes, letters to the editor, and other peripheral information affecting computing educational communities. The focus of the publication is to generate new inroads in theory and practice affecting a worldwide community of computing educators that fosters dialogue, cooperation, and collaboration

Online ACM Inroads

Communications of the ACM

Communications of the ACM is the leading print and online magazine for the computing and information technology fields. Communications is recognized as the most trusted and knowledgeable source of industry information for today's computing professional. Communications brings its readership in-depth coverage of emerging areas of computer science, new trends in Information Technology, and practical applications. Industry leaders use Communications as a platform to present and debate various technology implications, public policies, engineering challenges, and market trends. The prestige and unmatched reputation that Communications of the ACM enjoys today is built upon a 50-year commitment to high quality editorial content and a steadfast dedication to advancing the arts, sciences, and applications of information technology.

Online CACM

Interactions

The human-built world can afford a sense of beauty, sublimity, and resonance, and through our advancements in technology can come advances in society. At the center of these advances are interactions - conversations, connections, collaborations, and relationships--within and across multiple disciplines, with and without technology. interactions magazine includes timely articles, stories, and content related to the interactions between experiences, people, and technology.

Online Interactions

The human-built world can afford a sense of beauty, sublimity, and resonance, and through our advancements in technology can come advances in society. At the center of these advances are interactions - conversations, connections, collaborations, and relationships--within and across multiple disciplines, with and without technology. interactions magazine includes timely articles, stories, and content related to the interactions between experiences, people, and technology.

Online Crossroads

XRDS: Crossroads, The ACM Magazine for Students

Established in 1994 and published quarterly, Crossroads is the official ACM magazine for student members. Each issue features a theme, such as "The Social Web" or "Cloud Computing," and Crossroads brings exciting research trends, interviews, columns, and even career advice articles related to that theme and relevant to computer science students. The magazine also lists major conferences, calls for papers, grants and fellowships, and other useful information to help students make the most of their educational careers.

Online JDIQ

Journal of Data and Information Quality (JDIQ) welcomes research contributions on the following areas, but not limited to: Information Quality in the Enterprise Context; Database related technical solutions for Information Quality; Information Quality in the context of Computer Science and Information Technology; and Information Curation. JDIQ accepts research conducted using a wide variety of methods ranging from positivists to interpretive methods, systems building descriptions, and database theory, as well as statistical analysis, mathematical modeling, quasi experimental methods, hermeneutics, action research, and case study. JDIQ accepts diverse research methods that are customary in different research backgrounds and traditions, both quantitative and qualitative.

Online Journal on Computing and Cultural Heritage

Online Computing Surveys

These comprehensive, readable tutorials and survey papers give guided tours through the literature and explain topics to those who seek to learn the basics of areas outside their specialties. The carefully planned and presented introductions in Computing Surveys are also an excellent way for professionals to develop perspectives on, and identify trends in complex technologies. Recent issues have covered image understanding, software reusability, and object and relational database topics.

ACM Journal of Experimental Algorithmics

The ACM Journal of Experimental Algorithmics (JEA) is the first publication devoted entirely to experimental work in algorithms and data structures. JEA is also the first on-line-only journal published by ACM, and it is available through a variety of protocols including http, ftp and ftpmail.

Online Jacm

The Journal of the ACM serves as a venue for careful presentation of theoretical research in the core areas of computing: complexity of algorithms, computer architecture, system modeling, AI, data structures, database theory and graph theory, to name a few. The authors are world class scientists, writing to other scientists about advances, methods and findings behind the fundamentals.

PACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

PACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) is a premier journal series for research relevant to the post-PC era. Computing technology is becoming increasingly pervasive; embedded throughout the environment as well as in mobile devices, wearables, and the Internet of Things. This is leading to a transformative change in the utility that technology can provide to users and societies, and how people relate to technology. IMWUT covers a broad range of topics relevant to this change, such as mobile systems, wearable technologies and intelligent environments. The scope includes research contributions in systems and infrastructures, new hardware and sensing techniques, and studies of user experiences and societal impact. IMWUT also welcomes contributions on new methodologies and tools, theories and models, as well as visionary and survey papers that help advance the field.

Proceedings of the ACM on Measurement and Analysis of Computing Systems

Proceedings of the ACM on Measurement and Analysis of Computing Systems encompasses areas of research promoted by SIGMETRICS: measurement of computing systems, including networked systems, and the algorithmic methods designed to sustain them, evaluation of their performance through testbeds, mathematical modeling, and simulations.

Proceedings of the ACM on Human-Computer Interaction

Proceedings of the ACM on Human Computer Interaction (HCI) is a journal series for research relevant to multiple aspects of the intersection between human factors and computing systems. Characteristics of humans from individual cognition, to group effects, to societal impacts shape and are shaped by computing systems. Human and computer interactions affect multiple aspects of daily life, shape mass social changes, and guide novel computing experiences. These interactions are studied via multiple methods, including ethnography, surveys, experiments, and system implementation among others. PACM-HCI covers a broad range of topics and methods that help illuminate the intersection between humans and computing systems. The scope of this journal includes research contributions in new systems for input and output, studies of user experiences with computing systems, scholarship on the individual and group effects of computer mediation, and societal impacts of new human computer interactions. PACM-HCI also welcomes contributions on new methodologies, tools, theories and models, as well as visionary and survey papers that help advance the field.

Digital Threats: Research and Practice

Digital Threats: Research and Practice (DTRAP) is a peer-reviewed Gold Open Access journal that targets the prevention, identification, mitigation, and elimination of digital threats. DTRAP aims to bridge the gap between academic research and industry practice. Accordingly, the journal welcomes manuscripts that address extant digital threats, rather than laboratory models of potential threats, and presents reproducible results pertaining to real-world threats. DTRAP invites researchers and practitioners to submit manuscripts that present scientific observations about the identification, prevention, mitigation, and elimination of digital threats in all areas, including computer hardware, software, networks, robots, industrial automation, firmware, digital devices, etc. For articles involving analysis, the journal requires the use of relevant data and the demonstration of the importance of the results. For articles involving the results of structured observation such as experimentation and case studies, the journal requires explicit inclusion of rigorous practices; for example, experiments should clearly describe why internal validity, external validity, containment, and transparency hold for the experiment described.

Proceedings of the ACM on Computer Graphics and Interactive Techniques

The proceedings of the ACM in Computer Graphics and Interactive Techniques (PACM CGIT) publishes original research of the highest quality dealing with all areas of computer graphics and interactive techniques including rendering, modeling, animation, and digital image processing as well as the visual computing and simulation elements of such disparate areas as computational fabrication, computational photography, physical modeling and control, user interfaces, video game techniques, and virtual and augmented reality. PACM CGIT broadly spans all of these areas as well as new areas that will develop under the wide umbrella of computer graphics and interactive techniques. The journal operates in close collaboration with the ACM special interest group on Computer GRAPHics and Interactive Techniques (ACM SIGGRAPH) with each issue devoted to a particular subject area within CGIT. All accepted papers receive two rounds of reviewing and authors can expect publication decisions within posted timelines.

Digital Government: Research and Practice

Digital Government: Research and Practice (DGOV) is an interdisciplinary journal on the potential and impact of technology on governance innovations and its transformation of public institutions. It promotes applied and empirical research from academics, practitioners, designers, and technologists, using political, policy, social, computer, and data sciences methodologies. DGOV aims to appeal to a wider audience of research and practice communities with novel insights, disruptive design ideas, technical solutions, scientific and empirical knowledge, and a deep understanding of digital impact in the public sector. The major areas include the new forms of governance and citizen roles in the inter-connected digital environment, as well as the governance of new technologies, including governance of automation, sensor devices, robot behavior, artificial intelligence, and big data. Whether it is governing technology or technology for governing, the goal is to offer cutting-edge research and concepts designed to navigate and balance the competing demands of transparency and cybersecurity, innovation and accountability, and collaboration and privacy. It covers computational, technical, social scientific, behavioral, analytical, theoretical, and integrative approaches.

Collective Intelligence

Collective Intelligence is a transdisciplinary journal devoted to advancing the theoretical and empirical understanding of group performance in diverse systems, from adaptive matter to cellular and neural systems to animal societies to all types of human organizations to hybrid AI-human teams and nanobot swarms. The journal embraces a policy of creative rigor in the study of collective intelligence to facilitate discovery of principles that apply across scales and new ways of harnessing the collective to improve social, ecological and economic outcomes. In that spirit, the journal encourages a broad-minded approach to group performance, welcoming perspectives that emphasize traditional views of intelligence as well as optimality, satisficing, robustness, adaptability and wisdom. Collective Intelligence will support multiple formats for presenting results and ideas, including experiments and theory papers, essays and book reviews, as well as more speculative perspective pieces on new tools and concepts, case studies of practice and novel paper formats. Collective Intelligence will also experiment with nontraditional mechanisms for presenting and critiquing scientific knowledge and insights.

Distributed Ledger Technologies: Research and Practice

Distributed Ledger Technologies: Research and Practice (DLT) is a peer-reviewed journal that seeks to publish high quality, interdisciplinary research on the research and development, real-world deployment, and/or evaluation of distributed ledger technologies (DLT); e.g., blockchain, cryptocurrency, and smart contract. DLT will offer a blend of original research work and innovative practice-driven advancements by internationally distinguished DLT experts and researchers from academia, and public and private sector organizations.

Formal Aspects of Computing

Formal Aspects of Computing: Applicable Formal Methods (FAC) is a Gold Open Access journal publishing contributions at the junction of theory and practice. The objective is to disseminate applicable research. Thus, new theoretical contributions are welcome where they are motivated by potential application; applications of existing formalisms are of interest if they show something novel about the approach or application. The term "formal methods" has been applied to a range of notations, theories and tools. There is no doubt that some of these have already had a significant impact on practical applications of computing. Indeed, it is interesting to note that once something is adopted into practical use it is no longer thought of as a formal method. Apart from widely used notations such as those for syntax and state machines, there have been significant applications of specification notations, development methods and tools both for proving general results and for searching for specific conditions. However, the most profound and lasting influence of the formal approach is the way it has illuminated fundamental concepts like those of communication. In this spirit, the principal aim of FAC is to promote the growth of computing science, to show its relation to practice and to stimulate applications of apposite formalisms to practical problems. One significant challenge is to show how a range of formal models can be related to each other.

ACM / IMS Journal of Data Science

ACM/IMS Journal of Data Science is a joint Gold Open Access publication of the Association of Computing Machinery (ACM) and the Institute of Mathematical Statistics (IMS) publishing peer-reviewed, high-impact, original research on all fields of data science including foundations, applications and systems on a quarterly basis. The scope of the journal is multi-disciplinary and broad, spanning traditional areas of statistics, machine learning, and computer systems, as well as emerging interdisciplinary areas such as causality, fairness, reproducibility, end-to-end systems, visualization, and societal implications of data science. Reviewing is structured to provide a high-quality, rapid response with a rigorous, multi-tier reviewing and revision process. Papers are reviewed in groups, called Pods, with fixed submission dates at four times during a year, spaced three months apart. The reviewing process accommodates interdisciplinary papers that bridge traditional areas. The journal aims to serve a large community of scientists and to ensure that high-quality research is rapidly disseminated to a broad audience. Each paper includes a brief summary statement that describes the importance of the research in non-technical terms, and the paper can be presented at an online event organized by the journal for greater visibility and community building. The journal maintains procedures to maximize reproducibility of published results through data and code that are associated with published papers.

Games: Research and Practice

AACM Games: Research and Practice offers a lighthouse for games research ? a central reference point that defines the state of the art on games and playable media across academic research and industry practice. Inclusive in community, discipline, method, and game form, it publishes major reviews, tutorials, and advances on games and playable media that are both practically useful and grounded in robust evidence and argument, alongside case studies, opinions, and dialogues on new developments that will change games. It embraces open science and scholarship and actively champions new and underrepresented voices in games and playable media.

ACM Journal on Responsible Computing

The ACM Journal on Responsible Computing (JRC) publishes high-quality original research at the intersection of computing, ethics, information, law, policy, responsible innovation, and social responsibility from a wide range of convergent, interdisciplinary, multidisciplinary, and transdisciplinary perspectives. We welcome papers using any or a combination of computational, conceptual, qualitative, quantitative, and other methods to make contributions to knowledge, methods, practice, and theory, broadly defined. Relevant domains include but are not limited to: - Values and ethics in the design and evaluation of computing and information technology; - Ethical and societal implications of computing and information technology; - Public interest technology (information technology that serves the public interest); - Fairness, accountability, and transparency in computing and information technology; - Computing, information, health, and wellbeing; - Approaches to addressing threats such as adversarial machine learning, misinformation, and disinformation; - Examples of how computing and information can be leveraged to achieve outcomes that benefit humanity. The journal encourages contributions that address emerging areas in computing and information including but not limited to artificial intelligence, extended reality, internet of things, machine learning, and quantum computing, as well as a wide range of ethical frameworks and perspectives from a contemporary global perspective. Authors from the Global South, from groups currently underrepresented in computing and information, and from communities adversely affected by inequities in computing and information are particularly encouraged to submit. We are particularly interested in papers that bring a convergent, interdisciplinary, multidisciplinary, and transdisciplinary perspective, and that include an orientation toward culturally relevant and situated ethical perspectives and human values.

ACM Journal on Autonomous Transportation Systems

The ACM Journal on Autonomous Transportation Systems aims to cover the topics in design, analysis, and control of autonomous transportation systems. The area of autonomous transportation systems is at a critical point where issues related to data, models, computation, and scale are increasingly important. Similarly, multiple disciplines including computer science, electrical engineering, civil engineering, etc., are approaching these problems with a significant growth in research activity. This area raises novel challenges for improving traffic operations, road safety, sustainability, and efficient road traffic and vehicle management in passenger and goods delivery. Indeed, the lives of people who travel along roads on a regular basis are directly affected by traffic management and safety. Such problems require communication cooperation on the road, including car-to-car and car-to-infrastructure. Further, unmanned aerial systems are also of interest. Efficient control and management decisions for transportation systems require interdisciplinary research across areas in communications and networking, control systems, machine learning, traffic engineering and transportation systems.

ACM Journal on Computing and Sustainable Societies

Inspired by the broad agenda of the United Nations Sustainable Development Goals (SDGs), ACM Journal on Computing and Sustainable Societies (JCSS) aims to publish significant and original research from a broad array of computer and information sciences, social sciences, environmental sciences, and engineering fields that support the growth of sustainable societies worldwide, especially including under-represented and marginalized communities. JCSS aims to explicitly promote interdisciplinary research work including new methodologies, systems, techniques, applications, behavioral, qualitative, and quantitative studies that addresses key societal challenges including sustainability, gender equality, health, education, poverty, accessibility, conservation, climate change, energy, infrastructure and economic growth, among others. We also welcome research on the ethics of technology, especially from a critical perspective, that explores limitations and concerns with technology-led solutions for sustainable societies. The journal will be published quarterly.

Proceedings of the ACM on Networking

The Proceedings of the ACM on Networking (PACMNET) is a journal for research relevant to multiple aspects of the area of computer networking. We seek papers presenting significant and novel research results on emerging computer networks and its applications. We especially encourage submissions that present new technologies, novel experimentation, creative use of networking technologies, and new insights made possible using analysis. We invite submissions on a wide range of networking topics, including: protocols in different types of networks (public Internet, data center networks, home and enterprise networks, sensor networks, wireless networks, etc.), network measurements and modeling, evaluation of networks and networked systems using diverse techniques (verification and modeling, trace driven simulation, testbed, in-the-wild experiments, etc.), experience and lessons learned from deployments of networks and their applications, network management and control, including routing, traffic engineering, SDN, NFV, network programmability, etc., and applications of machine learning in computer networking. In addition to papers on network technologies, we are also looking for papers on network properties such as policy and economics, security and privacy, reliability and availability, performance, energy efficiency, etc. We particularly welcome experimental results, and papers offering additional artifacts such as code, datasets, etc., in the light of reproducibility.

Proceedings of the ACM on Management of Data

The Proceedings of the ACM on Management of Data (PACMMOD) is concerned with the principles, algorithms, techniques, systems, and applications of database management systems, data management technology, and science and engineering of data. We invite the submission of original data management, data engineering, and data science research targeting the data life cycle of real applications, studying phenomena at scales, complexities, and granularities never before possible. This data life cycle encompasses databases/data management/data systems/data engineering often leveraging statistical, machine learning, and artificial intelligence methods and, in many instances, using massive and heterogeneous collections of potentially noisy datasets. Articles that address data challenges at various stages of the data lifecycle, from modeling, acquisition, cleaning, integration, indexing, querying, analysis, exploration, visualization, interpretation, and explanation fit within the areas of coverage. Papers are generally expected to focus on data-intensive components of data science pipelines; and solve problems in areas of interest to our community (e.g., data curation, optimization, performance, storage, systems) operating within accuracy, privacy, fairness, and diversity constraints. Submissions describing deployed systems and solutions to data science pipelines and/or fundamental experiences and insights from evaluating real-world data science problems are encouraged.

Proceedings of the ACM on Software Engineering

The Proceedings of the ACM on Software Engineering (PACMSE) is a premier Gold Open Access journal series that publishes top-quality, original research on all aspects of software engineering, from requirements elicitation to quality assessment and from design to maintenance, evolution, and deployment. PACMSE covers a broad range of topics and methods that help conceive, create, and maintain better software, be it embedded, cloud-based, mobile and ubiquitous, or runs on conventional computers. The journal welcomes contributions on new methodologies, tools, theories, and models, as well as empirical studies and survey papers related to the wide spectrum of software engineering topics. We particularly welcome contributions that offer additional artifacts such as code, datasets, etc., in the light of reproducibility. Each issue of the journal comprises a curated selection of papers, which will be announced through publicized Calls for Papers. PACMSE adopts a publication model built around two rounds of reviewing and is committed to making high-quality peer-reviewed scientific research in software engineering free of restrictions on both access and use. The journal operates in close collaboration with the Special Interest Group on Software Engineering (SIGSOFT).

International Journal Network Management

Published by John Wiley & Sons, Ltd., the International Journal of Network Management is dedicated to the dissemination of practical information which enables readers to manage, operate and maintain communications networks more effectively. Articles and columns for the journal are selected with the intent to facilitate the reader's evaluation of equipment and systems, to provide a detailed understanding of performance issues, and to discuss the advantages and disadvantages of a variety of networking approaches that can be used to satisfy an organization's communications requirements. This is a electronic only publication as of April 11, 2012.

Online VLDB

The VLDB Journal is a quarterly journal published by the VLDB Endowment. The journal is dedicated to the publication of scholarly contributions to the advancement of information system architectures, the impact of technological advancements on information systems, and the development of novel database applications. The journal was launched in July 1992. It is now published both in electronic and printed form by Springer-Verlag, beginning with Volume 5 (1996). In addition to its goal as an outlet for high quality and timely research and development results, the journal has two important commitments: - to low cost so that it is widely affordable - to a quick publication of accepted papers, so as to publish the most recent and timely results. High quality and timely publication is achieved by employing a large editorial board of internationally known researchers and a thorough review procedure. Each editor handles a relatively small number of papers at any one time, and can pay more attention to quality and timeliness of reviews. Papers are available electronically to subscribers as soon as they are accepted, regardless of the schedule of the paper version.

Online JETC

The Journal on Emerging Technologies in Computing System (JETC) provides comprehensive coverage of innovative work in the specification, design analysis, simulation, verification, testing, and evaluation of computing systems constructed out of emerging technologies and advanced semiconductors. Topics include, but are not limited to: Logic Primitive Design and Synthesis: how to design computational logic primitives from the new nanotechnologies, and design tools supporting their effective design and verification; System-Level Specification, Design and Synthesis: how to interconnect these computational primitives to build complete information systems, and design tools for specifying, synthesizing, and verifying such systems; Software-Level Specification, Design and Synthesis: how to develop the necessary software so that applications can be effectively mapped onto information systems implemented using these new nanotechnologies, and tools for generating and verifying the software; and Mixed-Technology Systems: how to interface across potentially hybrid nanotechnologies that may co-exist in the same information system.

Online TAAS

ACM Transactions on Autonomous and Adaptive Systems (TAAS) is a venue for high quality research contributions addressing foundational, engineering, and technological aspects of complex computing systems exhibiting autonomous and adaptive behavior. TAAS encourages contributions advancing the state of the art in the understanding, development, and control of such systems. Contributions are typically based on sound theoretical models and supported by proper experimentations/validations.

Online TWEB

ACM Transactions on the Web (TWEB) is a journal reporting the results of research on Web content, applications, use, and related enabling techologies. Topics in the scope of TWEB include but are not limited to the following: Browsers and Web Interfaces; Electronic Commerce; Electronic Publishing; Hypertext and Hypermedia; Semantic Web; Web Engineering; Web Services and Services Computing; XML In addition, papers addressing the intersection of the following broader technlogies with the Web are also in scope: Accessibility; Education; Knowledge Management and Representation; Mobility and pervasive computing; Performance and scalability; Searching, Indexing, Classification, Retrieval and Querying, Data Mining and Analysis; Security and Privacy User Interfaces. Papers discussing specific Web technologies, applications, content generation and management and use are within scope. Also, papers describing novel applications of the web as well as papers on the underlying technologies are welcome.

Online TKDD

Transactions on Knowledge Discovery from Data (TKDD covers areas such as scalable and effective algorithms for data mining and data warehousing, mining data streams, mining multi-media data, mining high-dimensional data, mining text, Web, and semi-structured data, mining spatial and temporal data, data mining for community generation, social network analysis, and graph structured data, security and privacy issues in data mining, visual, interactive and online data mining, pre-processing and post-processing for data mining, robust and scalable statistical methods, data mining languages, foundations of data mining, KDD framework and process, and novel applications and infrastructures exploiting data mining technology. TKDD encourages papers that explore the above subjects in the context of large distributed networks of computers, parallel or multiprocessing computers, or new data devices. TKDD also encourages papers that describe emerging data mining applications that cannot be satisfied by the current data mining technology.

Online TRETS

ACM Transactions on Reconfigurable Technology and Systems (TRETS) covers reconfigurable technology, systems, and applications on reconfigurable computers. This journal focused on research in, on, and with reconfigurable systems and on the underlying technology (which is currently that of FPGAs but could include other approaches involving an adaptable fabric) that supports these systems for computing or other applications. The scope, rationale, and coverage by other journals are often limited to particular aspects of reconfigurable technology or reconfigurable systems. TRETS will be a journal that covers reconfigurability in its own right.

Online Transactions on Accessible Computing

Transactions on Accessible Computing (TACCESS) is of particular interest to individuals with special needs and provide tools and resources to alleviate the traditional barriers encountered by persons with disabilities. For example, speech generation systems have assisted persons with visual impairments and blindness, voice recognition has helped people with motor impairments, and multi-modal presentations have been shown to be effective in helping people with learning disabilities. These issues and those yet to emerge will be addressed in TACCESS.

Online Transactions on Computation Theory

The ACM Transactions on Computation Theory (ToCT) is a new quarterly peer-reviewed journal with an emphasis on computational complexity, foundations of cryptography and other computation-based topics in theoretical computer science.

ACM Transactions on Computing Education

Transactions on Computing Education covers diverse aspects of computing education: traditional computer science, computer engineering, information technology, and informatics; emerging aspects of computing; and applications of computing to other disciplines. The common characteristics shared by these papers are a scholarly approach to teaching and learning, a broad appeal to educational practitioners, and a clear connection to student learning.

Online Transactions on Intelligent Systems and Technology

ACM Transactions on Intelligent Systems and Technology (ACM TIST) publishes the highest quality papers on intelligent systems, applicable algorithms and technology with a multi-disciplinary perspective. An intelligent system is one that uses artificial intelligence (AI) techniques to offer important services (e.g., as a component of a larger system) to allow integrated systems to perceive, reason, learn, and act intelligently in the real world.

Online Transactions on Management Information Systems

ACM Transactions on Management Information Systems (ACM TMIS) publishes the highest quality papers about the design, development, assessment, and management of information technology and systems within organizations, businesses, and societies. In addition to traditional management and behavioral MIS research, ACM TMIS strongly encourages submissions of high-quality system and design science research, as well as submissions in emerging MIS multidisciplinary research topics that may span several traditional academic disciplines.

Online Transactions on Interactive Intelligent Systems

Transactions on Interactive Intelligent Systems publishes papers on research concerning the design, realization, or evaluation of interactive systems that incorporate some form of machine intelligence.

Online Transactions on Economics and Computation

The ACM Transactions on Economics and Computation is a new journal focusing on the intersection of computer science and economics. Of interest to the journal is any topic relevant to both economists and computer scientists, including but not limited to the following: algorithmic game theory, mechanism design, design and analysis of electronic markets, computation of equilibria, cost of strategic behavior and cost of decentralization, learning in games and markets, systems resilient against malicious agents, economics of computational advertising, paid search auctions, agents in networks, electronic commerce, computational social choice, recommendation/reputation/trust systems, and privacy.

Online Transactions on Parallel Computing

Parallel computing is an essential ingredient in all aspects of computer science yet getting an algorithm, an architecture, a software tool, or an application to make effective use of the available parallel resources can still be challenging. ACM Transactions on Parallel Computing will focus on solutions to these hard problems. The journal will span the range from foundational research to principles extracted from experimental investigations. It will address all classes of parallel processors including concurrent, multithreaded, multicore, accelerated, multiprocessor, clusters, and supercomputers. Subject areas include: Parallel Software; Parallel Architectures; Parallel Algorithms and Theory; and Parallel Applications.

Online TASLP

The IEEE/ACM Transactions on Audio, Speech, and Language Processing covers audio, speech and language processing and the sciences that support them. It includes practical areas of the design, development, and evaluation of speech- and text-processing systems along with their associated theory. It publishes application-oriented research, survey papers, and descriptions of novel applications. Audio processing topics include: transducers, room acoustics, active sound control, human audition, analysis/synthesis/coding of music, and consumer audio. Speech processing topics include: speech analysis, synthesis, coding, speech and speaker recognition, speech production and perception, and speech enhancement. Language processing topics include: speech and text analysis, understanding, generation, dialog management, translation, summarization, question answering and document indexing and retrieval, as well as general language modeling. Machine learning and pattern analysis applied to any of the above areas is also welcome.

Online Transactions on Modeling and Performance Evaluation of Computing Systems

ACM Transactions on Modeling and Performance Evaluation of Computing Systems (ToMPECS) is a new ACM journal that publishes refereed articles on all aspects of the modeling, analysis, and performance evaluation of computing and communication systems. ACM ToMPECS solicits and will publish peer-reviewed articles that: - Define, develop, and assess new performance evaluation methodologies; - Provide new insights on the performance of computing and communication systems; or - Introduce new settings in which performance modeling and evaluation can play an important role. The target areas for the application of these performance evaluation methodologies are broad, and include traditional areas such as computer networks, computer systems, storage systems, telecommunication networks, and Web-based systems, as well as new areas such as data centers, green computing/communications, energy grid networks, and on-line social networks.

Online TALLIP

The ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) publishes high quality original archival papers and technical notes in the areas of computation and processing of information in Asian languages, low-resource languages of Africa, Australasia, Oceania and the Americas, as well as related disciplines. The subject areas covered by TALLIP include, but are not limited to: -Computational Linguistics: including computational phonology, computational morphology, computational syntax (e.g. parsing), computational semantics, computational pragmatics, etc. -Linguistic Resources: including computational lexicography, terminology, electronic dictionaries, cross-lingual dictionaries, electronic thesauri, etc. -Hardware and software algorithms and tools for Asian or low-resource language processing, e.g., handwritten character recognition. -Information Understanding: including text understanding, speech understanding, character recognition, discourse processing, dialogue systems, etc. -Machine Translation involving Asian or low-resource languages. -Information Retrieval: including natural language processing (NLP) for concept-based indexing, natural language query interfaces, semantic relevance judgments, etc. -Information Extraction and Filtering: including automatic abstraction, user profiling, etc. -Speech processing: including text-to-speech synthesis and automatic speech recognition. -Multimedia Asian Information Processing: including speech, image, video, image/text translation, etc. -Cross-lingual information processing involving Asian or low-resource languages. Papers that deal in theory, systems design, evaluation and applications in the aforesaid subjects are appropriate for TALLIP. Emphasis will be placed on the originality and the practical significance of the reported research.

Online TOCHI

TOCHI covers the software, hardware and human aspects of interaction with computers. Topics include hardware and software architectures; interactive techniques, metaphors, and evaluation; user interface design processes; and users and groups of users. Those within the artificial intelligence, object-oriented systems, information systems, graphics and software engineering communities, will benefit from the high quality research papers in TOCHI concerning information and ideas directly related to the construction of effective human-computer interfaces.

Online Transactions on Computer Systems

TOCS publishes the newest findings of the computing research field. Papers published in TOCS are theoretical and conceptual explorations of operating systems, distributed systems and networks. Readers will find design principles, case studies and experimental results in specification, processor management, memory and communication management, implementation techniques and protocols. TOCS also discusses security and reliability, and offers experience-based papers on all these topics.

Online TODAES

Transactions on Design Automation of Electronic Systems (TODAES) is a new CAD publication emphasizing a computer science/engineering orientation. TODAES contains a varied array of article formats, including research papers, tutorial and survey papers, as well as short technical notes. Let this new reference tool be your pulse to the rapidly changing field of design technology of electronic systems.

Online Transactions on Database Systems

Heavily used in both academic and corporate R&D settings, TODS is a key publication for computer scientists working in data abstraction, data modeling, and designing data management systems. Topics include storage and retrieval, transaction management, distributed and federated databases, semantics of data, intelligent databases, and operations and algorithms relating to these areas. In this rapidly changing field, TODS provides insights into the thoughts of the best minds in database R&D.

Online TOG

In the colorful pages of TOG, leading researchers discuss breakthroughs in computer-aided design, synthetic image generation, rendering, solid modeling and other areas. "Research," the largest regular section, is necessary intellectual nourishment for anyone implementing graphics systems. The "Practice and Experience" papers and the "Interaction Technique Notebook" contain accounts of innovative systems, informative applications and novel user interface ideas.

Online TOIS

The broad scope of TOIS appeals to industry practitioners for its wealth of creative ideas, and to academic researchers for its descriptions of their colleagues' work. Though its scope encompasses all aspects of computerized information systems, TOIS most frequently addresses issues in information retrieval and filtering, information interfaces, and information systems design

Online TOMACS

Systems modeling and computer simulation are powerful tools for understanding, and TOMACS is a primary source for research on all aspects of these two areas. Emphasizing discrete event simulation, this journal publishes applications, reviews, and tutorials on such topics as combined, distributed, and hybrid simulation, simulation and computer graphics, process generators, and random number generation.

Online TOMS

As a scientific journal, TOMS documents the theoretical underpinnings of numeric, symbolic, algebraic, and geometric computing applications. It focuses on analysis and construction of algorithms and programs, and the interaction of programs and architecture. Algorithms documented in TOMS are available as the Collected Algorithms of the ACM in print, on microfiche, on disk, and online.

Online TON

Co-sponsored by ACM and the IEEE Computer Society, TON offers broad coverage of research and experience in network architecture and design, communication protocols, network software and technologies, services and applications, and network operations and management.

Online TOSEM

Designing and building a large, complex software system is a tremendous challenge. TOSEM publishes papers on all aspects of that challenge: specification, design, development and maintenance. It covers tools and methodologies, languages, data structures, and algorithms. TOSEM also reports on successful efforts, noting practical lessons that can be scaled and transferred to other projects, and often looks at applications of innovative technologies. The tone is scholarly but readable; the content is worthy of study; the presentation is effective.

EngageCSEdu

EngageCSEdu is a living collection of peer-reviewed course materials from the CS community. All materials in the collection make use of at least one evidence-based practice for engaging all students, including women and underrepresented minorities in computing.

ACM Heritage Insights

ACM TechBriefs

ACM TechBriefs is a series of short technical bulletins, which present a balanced perspective on the impact of specific developments or applications of technology. That could include topics currently under consideration by policy?makers (e.g., e?voting), but also the social, political, economic and environmental impacts of new technologies or other themes related to our responsibilities, as computing professionals, to the broader community. The primary goal is to inform and engage more people in pressing issues related to technology, rather than to directly influence policy.

Online Transactions on Cyber-Physical Systems

ACM Transactions on Cyber-Physical Systems (TCPS) is the premier journal for the publication of high-quality original research papers and survey papers that have scientific and technological understanding of the interactions of information processing, networking and physical processes. TCPS will cover the following topics: - Computation Abstractions - System Modeling and Languages - System Compositionality and Integration - Design Automation and Tool Chains - Trustworthy System Designs - Resilient and Robust System Designs - Human in the Loop The application domains covered by TCPS include, but not limited to: Healthcare, Transportation, Automotive, Avionics, Energy, Living Space, and Robotics.

Online Transactions on Social Computing

ACM Transactions on Social Computing (TSC) seeks to publish work that covers the full spectrum of social computing including theoretical, empirical, systems, and design research contributions. The editorial perspective is that social computing is fundamentally about computing systems and techniques in which users interact, directly or indirectly, with what they believe to be other users or other users contributions. TSC welcomes research employing a wide range of methods to advance the tools, techniques, understanding, and practice of social computing, including: theoretical, algorithmic, empirical, experimental, qualitative, quantitative, ethnographic, design, and engineering research. The editorial stance is that foundational algorithmic, econometric, psychological, sociological, and social science research has and will continue to have a profound influence on how social computing systems are designed, built and how they grow.

Online TOPS

ACM TOPS publishes high-quality research results in the fields of information and system security and privacy. Studies addressing all aspects of these fields are welcomed, ranging from technologies, to systems and applications, to the crafting of policies. Topics of interest include: -Security Technologies -Fundamentals -Secure Systems -Privacy Methods -Security and Privacy Applications -Privacy and Security Policies

ACM Transactions on Human-Robot Interaction

ACM Transactions on Human-Robot Interaction (JHRI) aims to be the leading peer-reviewed interdisciplinary journal of human-robot interaction. Publication preference is given to articles that contribute to the state of the art or advance general knowledge, have broad interest, and are written to be intelligible to a wide range of audiences. Submitted articles must achieve a high standard of scholarship. Authors must ask themselves if their research is presented well and (1) advances understanding in the field of human-robot interaction, (2) adds state-of-the-art or general information to this field, or (3) challenges existing understandings in this area of research. THRI encourages submission of well-written papers from all fields, including robotics, computer science, engineering, design, and the behavioral and social sciences. Published scholarly papers can address topics including how people interact with robots and robotic technologies, how to improve these interactions and make new kinds of interaction possible, and the effects of such interactions on organizations or society. The editors are also interested in receiving proposals for special issues on particular technical problems or that leverage research in HRI to advance other areas such as social computing, consumer behavior, health, and education.

ACM Transactions on Internet of Things

ACM Transactions on the Internet of Things (TIOT) publishes novel research contributions and experience reports in several research domains whose synergy and interrelations enable the IoT vision. TIOT focuses on system designs, end-to-end architectures, and enabling technologies, and on publishing results and insights corroborated by a strong experimental component. Examples of topics relevant to the journal are: - Real-world applications, application designs, industrial case studies and user experiences of IoT technologies, including standardization and social acceptance - Communication networks, protocols and interoperability for IoT - IoT data analytics, machine learning, and associated Web technologies - Wearable and personal devices, including sensor technologies - Human-machine and machine-machine interactions - Edge, fog, and cloud computing architectures - Novel IoT software architectures, services, middleware as well as future Internet designs - Fusion of social and physical signals in IoT services - Non-functional properties of IoT systems, e.g., dependability, timeliness, security and privacy, robustness -Testbeds for IoT

ACM Transactions on Computing for Healthcare

ACM Transactions on Computing for Healthcare (HEALTH) is the premier journal for the publication of high-quality original research papers, survey papers, and challenge papers that have scientific and technological results pertaining to how computing is improving healthcare. This journal is multidisciplinary, intersecting CS, ECE, mechanical engineering, bio-medical engineering, behavioral and social science, psychology, and the health field, in general. All submissions must show evidence of their contributions to the computing field as informed by healthcare. We do not publish papers on large pilot studies, diseases, or other medical assessments/results that do not have novel computing research results. Datasets and other artifacts needed to support reproducibility of results are highly encouraged. Proposals for special issues are encouraged.

ACM Transactions on Quantum Computing

ACM Transactions on Quantum Computing (TQC) publishes high-impact, original research papers and select surveys on topics in quantum computing and quantum information science. The journal targets the quantum computer science community with a focus on the theory and practice of quantum computing including but not limited to: models of quantum computing, quantum algorithms and complexity, quantum computing architecture, principles and methods of fault-tolerant quantum computation, design automation for quantum computing, quantum programming languages and systems, distributed quantum computing, quantum networking, quantum security and privacy with applications to quantum computation.

ACM Transactions on Evolutionary Learning and Optimization

The ACM Transactions on Evolutionary Learning and Optimization publishes high quality original papers in all areas of evolutionary computation and related areas such as population-based methods, Bayesian optimization, or swarm intelligence. We welcome papers that make solid contributions to theory, method and applications. Relevant domains include continuous, combinatorial or multi-objective optimization. Applications of interest include but are not limited to logistics, scheduling, healthcare, games, robotics, software engineering, feature selection, clustering as well as the open-ended evolution of complex systems. We are particularly interested in papers at the intersection of optimization and machine learning, such as the use of evolutionary optimization for tuning and configuring machine learning algorithms, machine learning to support and configure evolutionary optimization, and hybrids of evolutionary algorithms with other optimization and machine learning techniques.

ACM Transactions on Recommender Systems

ACM Transactions on Recommender Systems(TORS) will publish high quality papers that address various aspects of recommender systems research, from algorithms to the user experience, to questions of the impact and value of such systems, on a quarterly basis. The journal takes a holistic view on the field and calls for contributions from different subfields of computer science and information systems, such as machine learning, data mining, information retrieval, web-based systems, data science and big data, and human-computer interaction.Moreover, interdisciplinary research works are welcome as well. Such works may either be based on insights from related fields, e.g., marketing or psychology, or apply recommendation technology in novel application areas.

ACM Transactions on Probabilistic Machine Learning

ACM Transactions on Probabilistic Machine Learning harnesses probabilistic methods to address questions related to uncertainty quantification, predictive calibration, stability, and scalability, as well as learning in unsupervised settings from fewer or not fully structured data. The focus is on probabilistic methods that learn from data to improve performance on decision or prediction tasks. Optimization, decision-theoretic or information-theoretic methods are within the remit if they are underpinned by a probabilistic structure. Examples of probabilistic approaches relevant to the scope include Bayesian inference, variational inference, Monte Carlo sampling or Stein-based methods, and ensemble modelling. Examples of models for which probabilistic approaches are sought include neural networks, kernel-based models, graph-based models, reinforcement learning models, recommender systems, and linear models. Ethical considerations of probabilistic machine learning should be addressed in papers where there is a direct ethical connection or context for the work being described. The journal welcomes both theoretical and applied contributions. Purely theoretical contributions are of interest if they introduce novel methodology. Practitioner contributions are of interest provided that any proposed probabilistic approaches are empirically corroborated by non-trivial examples or applications. Multidisciplinary approaches with a probabilistic structure are within the scope.

Online TOCL

This new transactions is devoted to research concerned with all uses of logic in computer science.

Online TOIT

ACM Transactions on Internet Technology (TOIT) is intended to be a multi-disciplinary and definitive scholarly journal on the Internet/Web foundational and application technology and on social issues and public policy for guiding the development and application of the technology.

Online TECS

Embedded computing is not just a dry academic discipline, but one informed by and reponsive to the needs of chalenging world problems. As microprocessors have grown in power and sophistication, technology trends are driving embedded system design to become more of a discipline.

Online TAP

The ACM Transactions on Applied Perception (TAP) will aim to bridge the gap between perception and computer science, including the disciplines of graphics, vision, acoustics, and haptics. The scope of TAP includes applications and algorithms in any of these fields that incorporate elements of perception, and research into perceptual aspects of sensory integration. The first issue is planned for September of this year. The co-Editors-in-Chief are Erik Reinhard of the University of Central Florida and Henrich Bülthoff of the Max Planck Institute for Biological Cybernetics.

Online Transactions on Architecture and Code Optimization

The ACM Transactions on Architecture and Code Optimization (TACO) will focus on hardware, software, and system research spanning the fields of computer architecture and code optimization. Articles will either present new techniques and concepts or report on experiences and experiments with actual systems. Insights useful to architects, hardware or software developers, designers, builders, and users will be emphasized. The first issue is planned for January 2004. The co-Editors-in-Chief are Brad Calder and Dean Tullsen, both of the University of California, San Diego.

Online TCBB

The TCBB is jointly published by the IEEE Computer Society, the Association for Computing Machinery, the IEEE Neural Networks Society and the IEEE Engineering in Medicine and Biology Society. It also is co-sponsored by the IEEE Control Systems Society.

Online TALG

ACM Transactions on Algorithms deal with algorithms that are inherently discrete and finite, and having mathematical content in a natural way, either in the objective or in the analysis; in particular new algorithms and data structures, new and improved analyses, and complexity results. Specific areas of computation covered by the journal include combinatorial searches and objects; counting; discrete optimization and approximation; randomization; parallel and distributed computation; algorithms for graphs, geometry, arithmetic, algebra, number theory, strings; on-line analysis; cryptography; coding; data compression; learning algorithms; methods of algorithmic analysis; and discrete algorithms for application areas such as biology, economics, game theory, communication, computer systems and architecture, hardware design, and scientific computing. This area list will evolve as the research community explores new areas. In addition to original research articles TALG will include special features appearing from time to time such as invited columns and a problems section.

Online TOSN

The ACM Transactions on Sensor Networks (TOSN) covers results in the research and applications of distributed, wireless or wireline sensor and actuator networks. As an interdisciplinary field, sensor networks draw upon many disciplines including signal processing, networking and protocols, embedded systems, information management, and distributed algorithms. The areas covered by this journal include, but are not limited to: Applications of sensor and actuator networks; Data storage and query processing; Distributed and collaborative signal processing; Energy and resource management; Fault tolerance and diagnostics; Foundations of sensor networks; Information theory, coding and compression; In-network processing and aggregation; Learning of models from data; Location, time and other infrastructure establishment services; Low-power hardware design; Mobile or actuator systems; Modeling of systems and physical environments; Network protocols, coverage, connectivity, and longevity; Programming models and languages; Sensor fusion and distributed inference; Security, privacy, and data integrity; Scheduling, sensor tasking and control; Simulation tools and environments; and System architectures and operating systems.

Online TOMM

TOMM covers multimedia computing (I/O devices, OS, storage systems, streaming media middleware, continuous media representations, media coding, media processing, etc.), multimedia communications (real-time protocols, end-to-end streaming media, resource allocation, multicast protocols, etc.), and multimedia applications (databases, distributed collaboration, video conferencing, 3D virtual environments, etc.).

Online TOS

The ACM Transactions on Storage (TOS) covers covers research contributions that introduce new concepts, techniques, analyses, architectures, devices, as well as applied contributions that report on development of new tools and systems or experiences and experiments with high-impact, innovative applications. It include: Sstorage systems architecture, design, and validation; Storage networking; Storage resource management; Replication, backup, and recovery; Operating system and application support; Information lifecycle management (ILM); Storage media and devices; and Theory.

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