ICCBR 2020: CASE-BASED REASONING ACROSS BRIDGES

ICCBR 2020 (https://iccbr20.org/) June 6th to 9th, 2020, 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):

CBR ACROSS BRIDGES

  • Continual/lifelong learning
  • Reinforcement learning
  • eXplainable AI, transparency, accountability, interpretability
  • Analogical reasoning, cognitive models, and creative reasoning
  • Cloud CBR
  • Big data
  • Intelligent agents, perception, and action
  • Machine learning (e.g., deep, instance-based/lazy, relational)
  • Natural language processing, language models, dialogues
  • Databases and information retrieval
  • Robotics and human-robot interaction/teaming
  • Web CBR
  • Artificial general intelligence
  • Causal reasoning

EMERGING AND DEPLOYED APPLICATIONS

  • AI for the Social Good
  • Internet of things
  • Cooking
  • Knowledge management
  • Technical support
  • E-science, cyberinfrastructure, scientific workflows
  • Economics
  • Education (including distance learning)
  • Energy, logistics, traffic
  • Finance
  • Game AI
  • Medicine, health, sports
  • Science, engineering

CBR TASKS

  • Design
  • Planning
  • Social CBR
  • Textual CBR
  • Recommender systems
  • User modeling, and personalization
  • Temporal reasoning (e.g., reasoning with traces, time series)
  • Workflow management and process-oriented CBR
  • Conversational CBR

FOUNDATIONS

  • CBR agents
  • Case representation
  • Case retrieval, indexing, and similarity measures
  • Complex, structural, and advanced similarity functions
  • Similarity metric learning
  • Case reuse, adaptation, revision, and combination
  • Case authoring, elicitation, and visualization
  • Confidence and uncertainty
  • Distributed CBR
  • Evaluation
  • Case-base maintenance

IMPORTANT DATES

  • Submissions due: February 27, 2020
  • Notifications: April 7, 2020
  • Camera ready: May 7, 2020
  • Conference starts: June 6, 2020

REVIEW CRITERIA

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:

  1. Theoretical/methodological research: Scientific significance, originality, technical quality, and clarity;
  2. Applied research/emerging applications: Significance for theoretical research or promise for application deployment;
  3. Deployed application: Demonstrated practical significance; originality; treatment of issues of engineering, management, and user acceptance; and clarity;
  4. 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.

SUBMISSION PROCEDURE

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=iccbr2020

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 2020.

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.

PUBLICATION

Proceedings will be published by Springer in the book series Lecture Notes in Computer Science.

©2020 | 28th International Conference on Case-Based Reasoning . All Rights Reserved.