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IIKE 2018 : 1st International Workshop on Intelligence & Interaction in Knowledge Engineering (IIKE 2018) | |||||||||||||
Link: http://www.iike.science/ | |||||||||||||
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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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