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IIKE 2018 : 1st International Workshop on Intelligence & Interaction in Knowledge Engineering (IIKE 2018)

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Link: http://www.iike.science/
 
When Sep 26, 2018 - Sep 28, 2018
Where Laguna Hills, CA, USA
Submission Deadline Aug 19, 2018
Notification Due Aug 27, 2018
Final Version Due Sep 2, 2018
 

Call For Papers

IIKE 2018 - The 1st International Workshop on Intelligence & Interaction in Knowledge Engineering
September 26-28, 2018 - Laguna Hills, California, USA

In conjunction with the 1st IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE 2018)

Website: http://www.iike.science/

Approaching submissions deadlines: August 19, 2018 (23:59 Hawaii Time)

CALL FOR PAPERS
Recent efforts in knowledge engineering and machine learning have largely focused on improving the accuracy and efficiency of reasoning and learning algorithms, where many automated techniques are perceived as a black box to the human with little justification or means to intervene in various stages of the recommendation and decision-making process such as pre- and post-processing. This lack of ability to explain to the human why a certain output was generated has potentially limited the effectiveness and reliability of knowledge-based systems. This is echoed by DARPA’s recent initiative on Explainable Artificial Intelligence (XAI) as well as the growing area of Interactive Machine Learning (IML), which call for a new generation of intelligent systems that are human-centered with explainable models and interactive interfaces enabling the human to understand, engage with, and influence the underlying algorithms. As such, appropriate integrations of human computer interaction (HCI) techniques lie at the center of knowledge-based systems, where interactive data visualization and analytical techniques may provide a necessary semantically meaningful platform for humans to better understand, explore, correct and modify intelligent models in the decision-making process. The 1st International Workshop on Intelligence & Interaction in Knowledge Engineering (IIKE) aims to bring researchers interested in interactive and explainable intelligent models, theories, and techniques that facilitate and accelerate research in all aspects of knowledge engineering for intelligent systems to exchange ideas, approaches, results, and cross-disciplinary collaboration.

THEMES OF INTEREST

Themes of interest include, but are not limited to, the following areas:

Interaction in knowledge discovery, representation, acquisition, and integration
Human-centered knowledge systems
Explanation of reasoning strategies & interactive debugging techniques
Knowledge-driven AI Governance
Human-centered knowledge discovery, representation, acquisition, and integration
Collaborative technologies
Policy Models
Explainability measures of learning models
Transparency and feedback in ML
Trust assessment in intelligent system
Interactive clustering
Applications of deep learning
Natural language processing
Visual recognition and detection
Computational neuroscience
Evaluation strategies, models, and approaches
Interactive techniques
Data and knowledge visualization & visual analytics
Cognitive modeling

IMPORT DATES
Submission deadline: August 19, 2018 – 23:59 Hawaii Time
Notification of acceptance: August 27, 2018 – 23:59 Hawaii Time
Camera-ready version due: September 2, 2018 - 23:59 Hawaii Time

SUBMISSION GUIDELINES
We solicit submissions of regular, short, demo, and poster papers from diverse backgrounds, with the aim of promoting the exchange of ideas between researchers working in the above-mentioned areas.

All submitted papers will be carefully evaluated based on originality, significance, technical soundness, and clarity of expression. All papers will be refereed by at least three members of the program committee. All submissions must be in English.

All submitted papers must occupy no more than 6 pages for long papers, 4 pages for short papers, or 2 pages for demo/poster papers including the abstract, appendices, and references. Submissions must be laid out according to the final camera-ready formatting instructions and must be submitted in PDF format.

For full details on the submission format and procedure, please refer to the Submission Instructions on http://www.iike.science/

Accepted papers will be included in the workshops section of the AIKE proceedings.

Failure to comply with the formatting instructions for submitted papers will lead to the outright rejection of the paper without review.
Failure to commit to registration and presentation at the conference automatically excludes a paper from the proceedings.

PROGRAM COMMITTEE
Organizers
Bo Fu, California State University Long Beach, US
Ben Steichen, California State Polytechnic University, US
Wenlu Zhang, California State University Long Beach, US
Tania Tudorache, Stanford University, US
Christophe Debruyne, Trinity College Dublin, Ireland

Publication Chair
Jayden Khakurel, Lappeenranta University of Technology, Finland

Program Committee (confirmed, to be extended)
Judie Attard, Trinity College Dublin, Ireland
Rob Brennan, Trinity College Dublin, Ireland
Lei Cai, Washington State University, USA
Jeremy Debattista, Trinity College Dublin, Ireland
Milan Dojchinovski, University of Leipzig, Germany
Luis Espinosa-Anke, Cardiff University, United Kingdom
Enamul Hoque, Stanford University, USA
Andreas Hotho, University of Würzburg, Germany
Hao Ji, California State Polytechnic University, Pomona, USA
Maulik Kamdar, Stanford University, USA
Mayank Kejriwal, University of Southern California, USA
John Kelleher, Dublin Institute of Technology, Ireland
Antti Knutas, Lappeenranta University of Technology, Finland
Freddy Lecue, Accenture Technology Labs, Ireland
Killian Levacher, IBM Research, Ireland
Mengting Liu, University of Southern California, USA
Harshvardhan Jitendra Pandit, Trinity College Dublin, Ireland
Declan O'Sullivan, Trinity College Dublin, Ireland
Melike Sah, Near East University, North Cyprus

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