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COMPUTATIONAL INTELLIGENCE
基本信息
期刊名称 COMPUTATIONAL INTELLIGENCE
COMPUT INTELL-US
期刊ISSN 0824-7935
期刊官方网站 http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1467-8640
是否OA
出版商 Wiley-Blackwell Publishing Ltd
出版周期 Quarterly
始发年份 1985
年文章数 52
最新影响因子 2.8(2022)  scijournal影响因子  greensci影响因子
中科院SCI期刊分区
大类学科 小类学科 Top 综述
工程技术4区 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 计算机:人工智能4区
CiteScore
CiteScore排名 CiteScore SJR SNIP
学科 排名 百分位 2.09 0.357 0.970
Mathematics
Computational Mathematics
32 / 139 77%
Computer Science
Artificial Intelligence
74 / 189 61%
补充信息
自引率 15.30%
H-index 41
SCI收录状况 Science Citation Index Expanded
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PubMed Central (PML) http://www.ncbi.nlm.nih.gov/nlmcatalog?term=0824-7935%5BISSN%5D
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FOCAL TOPICS OF COMPUTATIONAL INTELLIGENCE

Discovery science and knowledge mining. Discovery science (also known as discovery-based science) is a scientific methodology which emphasizes analysis of large volumes of experimental data or text data with the goal of finding new patterns or correlations, leading to hypothesis formation and other scientific methodologies. Tools of interest include: Data Mining: looking for associations or relationships in operational or transactional data; Text Mining and Information Extraction: looking for concepts and their associations or relationships in natural language text; Structured, semi-structured and unstructured text mining; Text Summarization: extracting terms and phrases from large text document collections that summarize their content; Web mining: Web structure, content and usage mining; and, Ontology Learning from Text and Data bases.

Web intelligence and semantic web.  Web intelligence is concerned with the application of AI to the next generation of web systems, services and resources. These include better search/retrieval algorithms, client side systems (e.g. more effective agents) and server side systems (e.g. effective ways to present material on web pages and throughout web sites, including adaptive websites and personalized interfaces).
The semantic web is an extension to the World Wide Web, in which web content is expressed in a form that is accessible to programs (software agents), following the vision of the web as universal medium for data, information and knowledge exchange.

Agents and multiagent systems.  Agents as a computational abstraction have replaced 'objects' in software and have provided the necessary ingredients to move to societies of interacting intelligent entities, based on concepts like agent societies, market economies, e-commerce models and game theory. Such abstractions are dispersed throughout the scientific world, depending largely on applications. Multiagent systems (MAS) are systems in which many autonomous intelligent agents interact with each other. Agents can be either cooperative, pursuing a common goal, or selfish, going after their own interests. Architectures, interaction protocols and languages must be developed for multiagent systems. Topics of interest include: Autonomy-oriented computing; Agent systems methodology and language; Agent-based simulation and modeling; Agent-based applications; Agent-based negotiation and autonomous auction; Advanced Software Engineering supports for Multiagent systems; Trust in Agent Society; and Distributed problem solving.

Machine learning in knowledge-based systems.  Knowledge-based systems aim to make expertise available for decision making, and information sharing, when and where needed. The next generation of such systems needs to tap into large domain-specific knowledge, which combine machine learning and structured background knowledge representation, such as ontology, and causal representations and constraint reasoning. Information sharing is concerned with creating collaborative knowledge environments for sharing and disseminating information. Learning is based on real-world data. Key challenges involve the decomposition of practical problems into multiple learnable components, the interaction between the components, and the application of suitable learning algorithms, often in the absence of adequate amounts of labeled training data. Topics of interest include the application of machine learning methods to new practical problems introducing novel algorithms, system frameworks of learnable components or evaluation techniques.

Key application areas of AI. We aim to make the journal the focus of key application areas, where AI is making a significant impact, but lack a coherent publication venue. These include: Business Intelligence, i.e. data mining to support business decision makers; Social Network mining, e.g. modelling aggregate properties and dynamics of social networks, classifying vertices and edges of social networks, identifying clusters of users; Critical Infrastructure Protection, e.g. intrusion/anomaly detection & response, learning knowledge bases of system administration, log file mining); Entertainment and Game Development, i.e. building game engines using AI techniques; Software Engineering, including program understanding, software repositories and reverse engineering; Business, Finance, Commerce and Economics: learning aggregate behaviours (e.g. stock market trends) or modeling individual and group demographics (e.g. web mining); and Knowledge-based and Personalized User Interfaces, to make interaction clearer to the user and more efficient, with better support for the users' goals, and efficient presentation of complex information.

Please note that submissions that are straightforward applications to Machine Learning or other AI techniques to new tasks or new domains will be rejected without review unless they bring novelty in other aspects, such as significance and analysis of the results, explanations of why some methods work better than others in these domains, or other relevant insights. 

Abstracting and Indexing Information

  • ABI/INFORM Collection (ProQuest)
  • Academic Search (EBSCO Publishing)
  • Academic Search Alumni Edition (EBSCO Publishing)
  • Academic Search Premier (EBSCO Publishing)
  • Advanced Technologies & Aerospace Database (ProQuest)
  • American Business Law Journal (Academy of Legal Studies in Business)
  • Business Premium Collection (ProQuest)
  • CatchWord (Publishing Technology)
  • COMPENDEX (Elsevier)
  • CompuMath Citation Index (Clarivate Analytics)
  • Computer Abstracts (Emerald)
  • Computer Science Index (EBSCO Publishing)
  • Current Contents: Engineering, Computing & Technology (Clarivate Analytics)
  • Current Index to Statistics (ASA/IMS)
  • EBSCO Online (EBSCO Publishing)
  • InfoTrac (GALE Cengage)
  • Journal Citation Reports/Science Edition (Clarivate Analytics)
  • Mathematical Reviews/MathSciNet/Current Mathematical Publications (AMS)
  • Proquest Business Collection (ProQuest)
  • ProQuest Central (ProQuest)
  • ProQuest Central K-120
  • PsycINFO/Psychological Abstracts (APA)
  • Science Citation Index Expanded (Clarivate Analytics)
  • SciTech Premium Collection (ProQuest)
  • SCOPUS (Elsevier)
  • Technology Collection (ProQuest)
  • The DBLP Computer Science Bibliography (University of Trier)


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Editor

 Diana Inkpen (University of Ottawa, Ontario, Canada)

Area Editors

 Aijun An (York University, Toronto, Canada) 
 Gerhard Lakemeyer (Aachen University of Technology, Aachen, Germany) 
 George Paliouras (Inst. of Informatics and Telecommunications, NCSR “Demokritos,” Athens, Greece)

Associate Editors

 Sophia Ananiadou (The University of Manchester, Manchester, UK)

 Razvan Andonie (Central Washington University, Ellensburg, USA)

 Ebrahim Bagheri (Ryerson University, Toronto, Canada)

 Wolfgang Banzhaf (Michigan State University, East Lansing, USA)

 Roman Bartak (Charles University, Prague, Czech Republic)

 Sabine Bergler (Concordia University, Quebec, Canada)

 Ricardo Campello (James Cook University, Townsville City, Australia)

 Cristiano Castelfranchi (Institute of Psychology, Rome, Italy)

 Robin Cohen (University of Waterloo, Waterloo, Canada)

 Frédéric Cuppens (TELECOM Bretagne, Plouzané, France)

 Lyne Da Sylva (University of Montreal, Montreal, Canada)

 Gerard de Melo (Tsinghua University, Beijing, China)

 Angelo Di Iorio (University of Bologna, Bologna, Italy)

 Georgios Dounias (University of the Aegean, Chios, Greece)

 Chris Drummond (National Research Council, Ottawa, Canada)

 Babak Esfandiari (Carleton University, Ottawa, Canada)

 Rino Falcone (Institute of Cognitive Sciences and Technologies, Rome, Italy)

 Stefano Ferilli (Universita' di Bari, Bari, Italy)

 Fred Freitas (Center for Informatics, Recife, Brazil)

 Jimmy Huang (York University, Toronto, Canada)

 Vangelis Karkaletsis (NCSR 'Demokritos', Athens, Greece)

 Graham Kendall (The University of Nottingham Malaysia Campus, Selangor, Malaysia)

 Vlado Keselj (Dalhousie University, Halifax, Canada)

 Richard Khoury (Université Laval, Quebec City, Canada)

 Ziad Kobti (University of Windsor, Windsor, Canada)

 Greg Kondrak (University of Alberta, Edmonton, Canada)

 Leila Kosseim (Concordia University, Montreal, Canada)

 Dariusz Krol (Wrocław University of Science and Technology, Wrocław, Poland)

 Guy Lapalme (University of Montreal, Montreal, Canada)

 Jiming Liu (Hong Kong Baptist University, Hong Kong, China)

 Stephen Marsh (University of Ontario, Oshawa, Canada)

 Malek Mouhoub (University of Regina, Regina, Canada)

 Gabriel Murray (University of the Fraser Valley, Abbotsford, Canada)

 Jian-Yun Nie (University of Montreal, Montreal, Canada)

 Roger Nkambou (Universite du Quebec a Montreal, Montreal, Canada)

 Naoaki Okazaki (Tokyo Institute of Technology, Tokyo, Japan)

 Manos Papagelis (York University, Toronto, Canada) 

 Jian Pei (Simon Fraser University, Burnaby, Canada)

 Doina Precup (McGill University, Montreal, Canada)

 Samira Sadaoui (University of Regina, Regina, Canada)

 Fatiha Sadat (Universite du Quebec, Montreal, Canada)

 Joerg Sander (University of Alberta, Edmonton, Canada)

 Eugene Santos (Dartmouth College, Hanover, United States)

 Weiming Shen (National Research Council of Canada, Ottawa, Canada)

 Marek Sikora (Silesian University of Technology, Gliwice, Poland)

 Andrzej Skowron (Warsaw University, Warsaw, Poland)

 Marina Sokolova (Univesity of Ottawa, Ottawa, Canada)

 Axel Soto (Universidad Nacional del Sur, Buenos Aires, Argentina)

 Hung Son Nguyen (Warsaw University, Warsaw, Poland)

 Bruce Spencer (University of New Brunswick, St. John, Canada)

 Thomas Stuetzle (Université Libre de Bruxelles (ULB), Bruxelles, Belgium)

 Luis Enrique Sucar (Instituto Nacional de Astrofísica, Óptica y Electrónica, Puebla, Mexico)

 Andrea Tagarelli (Universita degli Studi della Calabria, Arcavacata, Italy)

Junichi Tsujii (Microsoft Asia, Beijing, China)

 Luca Tummolini (Institute of Cognitive Science and Tech, Rome, Italy)

 Peter Van Beek (University of Waterloo, Waterloo, Canada)

 Julien Velcin (Université Lyon, Lyon, France)

 Xin Wang (University of Calgary, Calgary, Canada)

 Leo Wanner (University Pompeu Fabra, Barcelona, Spain)

 Michael Wooldridge (University of Liverpool, Liverpool, UK)

 Yang Xiang (University of Guelph, Guelph, Canada)

 Osmar Zaiane (University of Alberta, Edmonton, Canada)

 Jie Zhang (Nanyang Technological University, Singapore)

 Richong Zhang (Beihang University, Beijing, China)

 Ning Zhong (Maebashi Institute of Technology, Maebashi, Japan)

 Xiaodan Zhu (National Research Council Canada, Ottawa, Canada)

 Morteza Zihayat (Ryerson University, Toronto, Canada)

Editors Emeriti

 Ali Ghorbani, University of New Brunswick 
 Evangelos Milios, Dalhousie University 
 Randy Goebel, University of Alberta 
 Russell Greiner, University of Alberta 
 Dekang Lin, University of Alberta


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