ICCBR 2021 (https://iccbr21.org/) September 13th to 16th, 2021, in Salamanca, Spain, a UNESCO World Heritage site and past European Capital of Culture.
CALL FOR PAPERS
The International Conference on Case-Based Reasoning (ICCBR) is the premier, annual meeting of the case-based reasoning (CBR) community and the leading international conference on this topic. The CBR community welcomes contributions from participants representing all types of affiliations (e.g., academic, industry, government) and from all communities applying CBR or conducting relevant research.
CBR ACROSS BRIDGES
CBR ACROSS BRIDGES means that this conference welcomes submissions and participation from members of all AI and related research communities, practitioners, and newcomers to CBR, and especially encourages submissions that bridge these groups. We also encourage submissions that compare and integrate CBR with other AI methods, such as with deep learning architectures, reinforcement learning, lifelong learning, and eXplainable AI (XAI). We welcome studies that empirically compare the performance of case-based learning with other machine learning approaches. In terms of applications, we especially welcome investigations concerning human factors, ethics, trust, safe AI, and accountability.
In addition to the emphasized areas above, we welcome submissions relevant to all areas of CBR, including (but not limited to):
- Case authoring, elicitation, and visualization
- Case representation
- Case retrieval, indexing, and similarity measures
- Case reuse, adaptation, revision, and combination
- Case-base maintenance
- Confidence and uncertainty
- Evaluation, simulation, and prediction
- Similarity metric and adaptation knowledge learning
CBR AND RELATED FIELDS
- Analogical reasoning, cognitive models, and creative reasoning
- Cloud CBR
- Explainable AI (XAI)
- Intelligent agents, perception, and action
- Internet of things
- Data mining and big data
- Machine learning (e.g., deep, instance-based/lazy, relational)
- Natural language processing and information retrieval
- Robotics and human-robot interaction
- Web CBR
- CBR planning
- Conversational CBR
- Distributed CBR
- Recommender systems
- Social CBR
- Temporal reasoning (e.g., reasoning with traces, time series)
- Textual CBR
- User modeling and personalization
- Workflow management and process-oriented CBR
CBR SYSTEMS AND APPLICATIONS
- AI for the Social Good
- CBR architectures and frameworks
- Diagnosis, technical support
- E-science, cyberinfrastructure, scientific workflows
- Economics, finance
- Education (including distance learning)
- Energy, logistics, traffic
- Game AI
- Knowledge and experience management
- Medicine, health
- Science, engineering
- Submissions due: April 21, 2021
- Notifications: May 21, 2021
- Camera ready: June 21, 2021
- Conference starts: 13th September, 2021
Each submission must be identified as presenting (1) theoretical/methodological research, (2) applied research/emerging applications, (3) a deployed application, and will be reviewed using criteria appropriate to its category, (4) Literature surveys, or (5) Challenge papers. These criteria are as follows:
- Theoretical/methodological research: Scientific significance, originality, technical quality, and clarity;
- Applied research/emerging applications: Significance for theoretical research or promise for application deployment;
- Deployed application: Demonstrated practical significance; originality; treatment of issues of engineering, management, and user acceptance; and clarity;
- Literature survey: Well-developed body of research, inclusion of works from several authors, significance, clarity, open research questions.
Papers will be considered for poster or oral presentation based on the reviews and the most effective mode of presenting it to the ICCBR audience.
Authors must submit a full paper by the conference paper submission deadline, formatted according to the Springer LNCS formatting guidelines (https://www.springer.com/gp/authors-editors/conference-proceedings/conference-proceedings-guidelines). Papers (submitted and final) should be no longer than 15 pages including references. Please submit papers using the EasyChair conference management system, found at https://easychair.org/my/conference?conf=iccbr2021
Multiple Submission Policy
Papers submitted to other conferences must state this fact as a footnote on page 1, and please also notify the program co-chairs by email. If a paper will appear in another conference or journal, it must be withdrawn from ICCBR 2021.
AUTHOR REGISTRATION POLICY
For a paper to appear in the proceedings, at least one of the authors must register for the conference by the camera-ready copy deadline. Papers must be presented by one of the authors at the conference live. There will be no video presentations.
Proceedings will be published by Springer in the book series Lecture Notes in Computer Science.