PRICAI 2019: Trends in Artificial Intelligence: 16th Pacific Rim International Conference on Artificial Intelligence, Cuvu, Yanuca Island, Fiji, August 26–30, 2019, Proceedings, Part II PDF
Preview PRICAI 2019: Trends in Artificial Intelligence: 16th Pacific Rim International Conference on Artificial Intelligence, Cuvu, Yanuca Island, Fiji, August 26–30, 2019, Proceedings, Part II
Abhaya C. Nayak Alok Sharma (Eds.) PRICAI 2019: 1 7 Trends in 6 1 1 AI Artificial Intelligence N L 16th Pacific Rim International Conference on Artificial Intelligence Cuvu, Yanuca Island, Fiji, August 26–30, 2019 Proceedings, Part II 123 fi Lecture Notes in Arti cial Intelligence 11671 Subseries of Lecture Notes in Computer Science Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany Founding Editor Jörg Siekmann DFKI and Saarland University, Saarbrücken, Germany More information about this series at http://www.springer.com/series/1244 Abhaya C. Nayak Alok Sharma (Eds.) (cid:129) PRICAI 2019: Trends in fi Arti cial Intelligence fi 16th Paci c Rim fi International Conference on Arti cial Intelligence – Cuvu, Yanuca Island, Fiji, August 26 30, 2019 Proceedings, Part II 123 Editors Abhaya C. Nayak AlokSharma Department ofComputing RIKEN Centerfor Integrative MacquarieUniversity Medical Sciences Sydney,NSW,Australia Yokohama,Japan ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Artificial Intelligence ISBN 978-3-030-29910-1 ISBN978-3-030-29911-8 (eBook) https://doi.org/10.1007/978-3-030-29911-8 LNCSSublibrary:SL7–ArtificialIntelligence ©SpringerNatureSwitzerlandAG2019 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. 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ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface These proceedings in three volumes contain the papers presented at the 16th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2019) held during August 26–30, 2019, in Yanuca Island, Fiji. PRICAI started as a biennial conference inaugurated in Tokyo in 1990. It provides a common forum for researchers and practitioners in various branches of artificial intelligence (AI) to exchange new ideas andshareexperienceandexpertise.Overthepastyearstheconferencehasgrown,both in participation and scope, to be a premier international AI event for all major Pacific Rim nations as well as countries from further afield. Indeed, the growth has merited holding PRICAI on an annual basis starting this year. Submissions to PRICAI 2019 were received through two different routes: (1) some papers were directly submitted to PRICAI as in earlier years, and (2) in a special arrangement with IJCAI 2019, authors of submissions that narrowly missed out being accepted were encouraged to resubmit to PRICAI, along with the reviews and meta-reviews they received. The submissions of the first category underwent a double-blind review process, and were reviewed by the PRICAI Program Committee (PC) members and external reviewers against criteria such as significance, technical soundness, and clarity of presentation. Every paper received at least two, and in most casesthree,reviews.Submissionsofthesecondcategorywerenotsubjectedtofurther review, keeping in mind the workload of the reviewers in the community. Altogether we received 311 high-quality submissions (with 265 submissions being ofthefirst category) from34 countries, which wasimpressive considering thatfor the firsttimePRICAIwasbeingheldinconsecutiveyears.Theprogramco-chairsreadthe reviews,theoriginalpapers,andcalledforadditionalreviewsifnecessarytomakefinal decisions. The entire review team (PC members, external reviewers, and co-chairs) expended tremendous effort to ensure fairness and consistency in the paper selection process.Ofthe265submissionsunderthefirstcategory,105(39.6%)wereacceptedas full papers for the main-track, and 6 as full papers for the industry-track. A small numberofpaperswerealsoacceptedasshortpapersforthemain-track(6),shortpapers fortheindustry-track(7),andasposters(6)–withtheunderstandingthatpapersinthe last category will not be included in these proceedings. The papers are organized in three volumes, under three broad (and naturally overlapping) themes, “Cognition”, “Investigation”, and “Application.” The technical program consisted of two workshops, five tutorials, and the main conference program. The workshops and tutorials covered important and thriving topics in AI. The workshops included the Pacific Rim Knowledge Acquisition Workshop(PKAW2019)andtheKnowledgeRepresentationConventicle(2019).The former was co-chaired by Prof. Kouzou Ohara and Dr. Quan Bai, while the latter was organizedbyDr.JakeChandler.ThetutorialsfocusedonhottopicsincludingBigData in bioinformatics, Data Science, Cognitive Logics, and Identity Management. All papersatthemainconferencewereorallypresentedoverthethreedaysinparallel,and vi Preface in thematically organized sessions. The authors of the posters were also offered the opportunity to give short talks to introduce their work. It was our great honor to have four outstanding keynote/invited speakers, whose contributions have pushed boundaries of AI across various aspects: Prof. Hiroaki Kitano (Sony Computer Science Laboratories Inc. and The System Biology Institute, Japan), Prof. Grigoris Antoniou (University of Huddersfield, UK), Prof. Mary-Anne Williams(UniversityofTechnologySydney,Australia),andProf.Byoung-TakZhang (Seoul National University, South Korea). We are grateful to them for sharing their insights on their latest research with us. The success of PRICAI 2019 would not have been possible without the effort and supportofnumerouspeoplefromallovertheworld.Firstofall,wewouldliketothank the PC members and external reviewers for their engagements in providing rigorous andtimelyreviews.Itwasbecauseofthemthatthequalityofthepapersinthisvolume ismaintainedatahighlevel.Wewishtothankthegeneralco-chairs,ProfessorsAbdul Sattar and MGM Khan for their continued support and guidance, and Dr. Sankalp KhannaforhistirelessefforttowardtheoverallcoordinationofPRICAI2019.Weare alsothankfultovariouschairsandco-chairs,namelytheindustryco-chairs,workshop co-chairs,thetutorialco-chairs,thewebandpublicityco-chairs,thesponsorshipchair, and the local organization chair, without whose support and hard work PRICAI 2019 could not have been successful. We also acknowledge the willing help of Kinzang Chhogyal, Jandson S. Ribeiro, and Hijab Alavi toward the preparation of these proceedings. Wegratefully acknowledgethefinancial and/ororganizationalsupportofanumber of institutions including the University of the South Pacific (Fiji), Griffith University (Australia), Macquarie University (Australia), Fiji National University (Fiji), RIKEN Center for Integrative Medical Sciences (Japan), University of Western Australia (Australia), Australian Computer Society (ACS), and Springer Nature. Special thanks to EasyChair, whose paper submission platform we used to organize reviews and collate the files for these proceedings. We are also grateful to Alfred Hofmann and Anna Kramer from Springer for their assistance in publishing the PRICAI 2019 pro- ceedingsintheLectureNotesinArtificialIntelligenceseries,aswellassponsoringthe best paper awards. We thank the Program Chair and the Conference Chair of IJCAI 2019, Professors Sarit Kraus and Thomas Eiter, for encouraging the resubmission of many IJCAI submissions to PRICAI 2019. Last but not least, we thank all authors and all confer- ence participants for their contribution and support. We hope all the participants took this valuable opportunity to share and exchange their ideas and thoughts with one another and enjoyed their time at PRICAI 2019. August 2019 Abhaya C. Nayak Alok Sharma Organization Steering Committee Tru Hoang Cao Ho Chi Minh City University of Technology, Vietnam Xin Geng Southeast University, China Guido Governatori Data61, Australia Takayuki Ito Nagoya Institute of Technology, Japan Byeong-Ho Kang University of Tasmania, Australia Sankalp Khanna CSIRO, Australia Dickson Lukose GCS Agile Pty Ltd., Australia Hideyuki Nakashima Sapporo City University, Japan Seong-Bae Park Kyung Hee University, South Korea Abdul Sattar Griffith University, Australia Zhi-Hua Zhou Nanjing University, China Honorary Members Randy Goebel University of Alberta, Canada Tu-Bao Ho JAIST, Japan Mitsuru Ishizuka University of Tokyo, Japan Hiroshi Motoda Osaka University, Japan Geoff Webb Monash University, Australia Wai K. Yeap Auckland University of Technology, New Zealand Byoung-Tak Zhang Seoul National University, South Korea Chengqi Zhang University of Technology Sydney, Australia Organizing Committee General Co-chairs Abdul Sattar Griffith University, Australia M. G. M. Khan University of the South Pacific, Fiji Program Co-chairs Abhaya C. Nayak Macquarie University, Australia Alok Sharma RIKEN Center for Integrative Medical Sciences, Japan Local Co-chairs Salsabil Nusair University of the South Pacific, Fiji A. B. M. Shawkat Ali Fiji National University, Fiji viii Organization Workshop Co-chairs Nasser Sabar La Trobe University, Australia Anurag Sharma University of the South Pacific, Fiji Tutorial Co-chairs Min-Ling Zhang Southeast University, China Yi Mei Victoria University of Wellington, New Zealand Industry Co-chairs Duc Nghia Pham MIMOS Berhad, Malaysia Sankalp Khanna CSIRO, Australia Sponsorship Co-chairs Andy Song Royal Melbourne Institute of Technology, Australia Sabiha Khan Fiji National University, Fiji Web and Publicity Co-chairs Mahmood Rashid Victoria University, Australia Benjamin Cowley Griffith University, Australia Local Arrangements Priynka Sharma University of the South Pacific, Fiji Gavin Khan University of the South Pacific, Fiji Wafaa Wardha University of the South Pacific, Fiji Goel Aman Lal University of the South Pacific, Fiji Program Committee Eriko Aiba University of Electro-Communications, Japan Patricia Anthony Lincoln University, New Zealand Quan Bai Auckland University of Technology, New Zealand Yun Bai University of Western Sydney, Australia Blai Bonet Universidad Simón Bolívar, Venezuela Richard Booth Cardiff University, UK Zied Bouraoui CRIL – CNRS, Université d’Artois, France Arina Britz CAIR, Stellenbosch University, South Africa Rafael Cabredo De La Salle University, Philippines Longbing Cao University of Technology Sydney, Australia Lawrence Cavedon RMIT University, Australia Siqi Chen Tianjin University, China Songcan Chen Nanjing University of Aeronautics and Astronautics, China Wu Chen Southwest University, China Yingke Chen Sichuan University, China Wai Khuen Cheng Universiti Tunku Abdul Rahman, Malaysia Organization ix Krisana Chinnasarn Burapha University, Thailand Phatthanaphong Mahasarakham University, Thailand Chomphuwiset Dan Corbett Optimodal Technologies, USA Célia da Costa Pereira Université Côte d’Azur, France Jirapun Daengdej Assumption University, Thailand Xuan-Hong Dang IBM T.J. Watson, USA Abdollah Dehzangi Morgan State University, USA Clare Dixon University of Liverpool, UK Shyamala Doraisamy Universiti Putra Malaysia, Malaysia Atilla Elci Aksaray University, Turkey Vlad Estivill-Castro Griffith University, Australia Eduardo Fermé Universidade da Madeira, Portugal Christian Freksa University of Bremen, Germany Katsuhide Fujita Tokyo University of Agriculture and Technology, Japan Naoki Fukuta Shizuoka University, Japan Marcus Gallagher University of Queensland, Australia Dragan Gamberger Ruđer Bošković Institute, Croatia Wei Gao Nanjing University, China Xiaoying Gao Victoria University of Wellington, New Zealand Yang Gao Nanjing University, China Xin Geng Southeast University, China Manolis Gergatsoulis Ionian University, Greece Guido Governatori CSIRO, Australia Alban Grastien Data61, Australia Fikret Gürgen Boğaziçi University, Turkey Peter Haddawy Mahidol University, Thailand Bing Han Xidian University, China Choochart Haruechaiyasak NECTEC, Thailand Kiyota Hashimoto Prince of Songkla University, Thailand Tessai Hayama Nagaoka University of Technology, Japan Jose Hernandez-Orallo Universitat Politècnica de València, Spain Juhua Hu University of Washington, USA Sheng-Jun Huang Nanjing University of Aeronautics and Astronautics, China Xiaodi Huang Charles Sturt University, Australia Van Nam Huynh JAIST, Japan Masashi Inoue Tohoku Institute of Technology, Japan Sanjay Jain National University of Singapore, Singapore Jianmin Ji UniversityofScienceandTechnologyofChina,China Liangxiao Jiang China University of Geosciences, China Yichuan Jiang Southeast University, China Hideaki Kanai JAIST, Japan Ryo Kanamori Nagoya University, Japan Byeong-Ho Kang University of Tasmania, Australia
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