Trends in Artificial Intelligence: PRICAI 2016 Workshops: PeHealth 2016, I3A 2016, AIED 2016, AI4T 2016, IWEC 2016, and RSAI 2016, Phuket, Thailand, August 22-23, 2016, Revised Selected Papers

188 Pages·2017·21.02 MB·English

by  Masayuki Numao

Masayuki Numao · Thanaruk Theeramunkong
Thepchai Supnithi · Mahasak Ketcham
Narit Hnoohom · Patiyuth Pramkeaw (Eds.)
Trends in
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A PRICAI 2016 Workshops
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PeHealth 2016, I3A 2016, AIED 2016
AI4T 2016, IWEC 2016, and RSAI 2016
Phuket, Thailand, August 22–23, 2016, Revised Selected Papers
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Lecture Notes in Arti cial Intelligence 10004
Subseries of Lecture Notes in Computer Science
LNAI Series Editors
Randy Goebel
University of Alberta, Edmonton, Canada
Yuzuru Tanaka
Hokkaido University, Sapporo, Japan
Wolfgang Wahlster
DFKI and Saarland University, Saarbrücken, Germany
LNAI Founding Series Editor
Joerg Siekmann
DFKI and Saarland University, Saarbrücken, Germany
More information about this series at http://www.springer.com/series/1244
Masayuki Numao Thanaruk Theeramunkong
(cid:129)
Thepchai Supnithi Mahasak Ketcham
(cid:129)
Narit Hnoohom Patiyuth Pramkeaw (Eds.)
(cid:129)
Trends in
fi
Arti cial Intelligence:
PRICAI 2016 Workshops
PeHealth 2016, I3A 2016, AIED 2016
AI4T 2016, IWEC 2016, and RSAI 2016
–
Phuket, Thailand, August 22 23, 2016
Revised Selected Papers
123
Editors
Masayuki Numao MahasakKetcham
ISIR Information Technology
Osaka University KingMongkut’sUniversity of Technology
Ibaraki, Osaka NorthBangkok
Japan Bangkok
Thailand
Thanaruk Theeramunkong
ThammasatUniversity Narit Hnoohom
Bangkadi MuangPathumthani Mahidol University
Thailand Nakhon Pathom
Thailand
Thepchai Supnithi
National Electronics andComputer Patiyuth Pramkeaw
Technology Center Media Technology
LanguageandSemantic Technology Lab KingMongkut’sUniversity of Technology
Pathum Thani Thonburi
Thailand Thonburi
Thailand
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Artificial Intelligence
ISBN 978-3-319-60674-3 ISBN978-3-319-60675-0 (eBook)
DOI 10.1007/978-3-319-60675-0
LibraryofCongressControlNumber:2017943854
LNCSSublibrary:SL7–ArtificialIntelligence
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Preface
Establishedin1990,thePacificRimInternationalConferenceonArtificialIntelligence
(PRICAI) isaseriesof biennial international events which concentrate research on AI
theories,technologies,andtheirapplicationsamongPacificRimcountries.Asamajor
conference in theAI field, scholars and researchers biannually participate to exchange
their ideas. This year in the PRICAI 2016 conference, a number of workshops were
arranged to bring together researchers of various backgrounds to present, discuss, and
explorethestateofapplyinginformationtechnologyinvariousaspectsoflearning.The
volume contains the material published for the workshops held with the 14th Pacific
Rim International Conference on Artificial Intelligence (August 22–26, 2016, in
Phuket, Thailand, http://aiat.in.th/pricai2016/).
We accepted six workshop proposals with the goal of exploring specific issues
across various themes. Each paper in these proceedings was peer-reviewed by inter-
nationalreviewerstoensurethehighestqualitywork.Among46submittedpapers,36
areacceptedtobepresentedattheworkshops,ofwhich23wereregularpapersand13
short papers. After an intense discussion during the workshops, we selected 16
high-quality papers (34% of the 46 submitted papers) for this volume.
Finally, we would like to thank the Pacific Rim International Conference on Arti-
ficial Intelligence (PRICAI 2016) Executive Committees and program co-chairs for
entrustinguswiththeimportanttaskofchairingtheworkshopprogram,thusgivingus
an opportunity to grow through this valuable academic learning experience. We also
wouldliketothanksallworkshopco-chairsfortheirtremendousandexcellencework.
February 2017 Masayuki Numao
Thanaruk Theeramunkong
Thepchai Supnithi
Mahasak Ketcham
Narit Hnoohom
Patiyuth Pramkeaw
Organization
Organizing Committee
Honorary Co-chairs
Wai Kiang (Albert) Yeap AUT University, New Zealand
Abdul Sattar Griffith University, Australia
Hiroshi Motoda Osaka University, Japan
Vilas Wuwongse Mahidol University, Thailand
Somnuk Tangtermsirikul Thammasat University, Thailand
Sarun Sumriddetchkajorn NECTEC, Thailand
Pun Thongchunum Prince of Songkla University, Thailand
General Co-chairs
Dickson Lukose MIMOS Berhad, Malaysia
Thanaruk Theeramunkong Thammasat University, Thailand
Workshop Organizers
PeHealth
Chuleerat Jaruskulchai Kasetsart University, Thailand
Ornuma Thesprasith Kasetsart University, Thailand
Rey-Long Liu Tzu Chi University, Taiwan
I3A
Narit Hnoohom Mahidol University, Thailand
Tanasanee Phienthrakul Mahidol University, Thailand
Mingmanas Sivaraksa Mahidol University, Thailand
Anuchit Jitpattanakul KMUTNB, Thailand
Sakorn Mekruksavanich University of Phayao, Thailand
Ghita Berrada Twente University, The Netherlands
Remi Barillec Aston University, UK
Rozlina Mohamed University Technology Malaysia, Malaysia
AIED
Thepchai Supnithi NECTEC, Thailand
Rachada Kongkrachandra Thammasat University, Thailand
Tsukasa Hirashima Hiroshima University, Japan
VIII Organization
AI4T
Manabu Okumura Tokyo Institute of Technology, Japan
Hidetsugu Nanba Hiroshima City University, Japan
Kazutaka Shimada Kyushu Institute of Technology, Japan
Fumito Masui Kitami Institute of Technology, Japan
ThanarukTheeramunkong Thammasat University, Thailand
IWEC
Merlin Teodosia Suarez De La Salle University, Philippines
The Duy Bui Vietnam National University, Vietnam
Ma Mercedes Rodrigo Ateneo de Manila University, Philippines
Masayuki Numao Osaka University, Japan
RSAI
Vincent Shin-Mu Tseng National Cheng Kung University, Taiwan
Mahasak Ketcham KMUTNB, Thailand
ThaweesakYingthawornsuk KMUTT, Thailand
Narit Hnoohom Mahidol University, Thailand
Patiyuth Pramkeaw KMUTT, Thailand
Pokpong Songmuang Thammasat University, Thailand
Program Committee
Thanaruk Theeramunkong Thammasat University, Thailand
Masayuki Numao Osaka University, Japan
Boonserm Kijsirikul Chulalongkorn University, Thailand
Thepchai Supnithi NECTEC, Thailand
Akihiro Kashihara University of Electro-Communications, Japan
Anantaporn Srisawat KMITL, Thailand
Anuchit Jitpattanakul KMUTNB, Thailand
Apichat Suratanee KMUTNB, Thailand
Chalermsub Sangkavichitr KMUTT, Thailand
Chi-Jen Lin National Taiwan University, Taiwan
Dennis Reidsma University of Twente, The Netherlands
Dittaya Wanvarie Chulalongkorn University, Thailand
Ekawat Chaowicharat Thammasat University, Thailand
Elisabetta Bevacqua Lab-STICC, CERV-ENIB, France
Eriko Aiba University of Electro-Communications, Japan
Fumito Masui Kitami Institute of Technology
Hidetsugu Nanba Hiroshima City University
Isao Ono Tokyo Institute of Technology, Japan
Iwan Dekok University of Twente, The Netherlands
Jerome Urbain University of Mons, Belgium
Jiradej Ponsawat KhonKaen University, Thailand
Organization IX
Joseph Beck Worcester Polytechnic Institute, USA
Kazutaka Shimada Kyushu Institute of Technology
Khiet Truong University of Twente, The Netherlands
Kitiporn Plaimas Chulalongkorn University, Thailand
Komate Amphawan Burapha University, Thailand
Kritya Bunjongjit Mahidol University, Thailand
Magalie Ochs Telecom Paris Tech, France
Mahasak Ketcham KMUTNB, Thailand
Manabu Okumura Tokyo Institute of Technology
Masashi Inoue Yamagata University, Japan
Matinee Kiewkanya Chiang Mai University, Thailand
Mingmanas Sivaraksa Mahidol University, Thailand
Narit Hnoohom Mahidol University, Thailand
Narumol Chumuang KMUTNB, Thailand
Niwat Srisawasdi Khon Kaen University, Thailand
Noriko Otani Tokyo City University, Japan
Ornprapa Pummakarnchana Silpakorn University, Thailand
Robert
Patcharin Panjaburee Mahidol University, Thailand
Patiyuth Pramkeaw KMUTT, Thailand
Phaisarn Jeefoo University of Phayao, Thailand
Pisit Phokharatkul Mahidol University, Thailand
RadoslawNiewiadomski Telecom Paris Tech, France
Rajeswari Matam Birmingham Children’s Hospital, UK
Randa Herzallah Aston University, UK
Rangsipan Marukatat Mahidol University, Thailand
Ryan Baker Columbia University, USA
Sakkayaphop Pravesjit University of Phayao, Thailand
Sakorn Mekruksavanich University of Phayao, Thailand
Sanparith Marukatat NECTEC, Thailand
Seta Kazuhisa Osaka Prefecture University, Japan
Sidney D’Mello University of Notre Dame, USA
Sittichai Choosumrong Naresuan University, Thailand
Sunisa Rimcharoen Burapha University, Thailand
Tanapon Jensuttiwetchakul KMUTNB, Thailand
Tanasanee Phienthrakul Mahidol University, Thailand
Thatsanawan Soonklang Silpakorn University, Thailand
ThaweesakYingthawornsuk KMUTT, Thailand
Thittaporn Ganokratanaa Chulalongkorn University, Thailand
Thomas Bermudez Ernst & Young, UK
Tomoko Kojiri Kansai University, Japan
Tsukasa Hirashima Hiroshima University, Japan
Ulrich Hoppe University of Duisburg-Essen, Germany
Wiwit Suksangaram PBRU, Thailand
Worawut YimYam PBRU, Thailand
Contents
PeHealth 2016: Workshop on eHealth Mining
Exploring the Distributional Semantic Relation for ADR and Therapeutic
Indication Identification in EMR. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Siriwon Taewijit and Thanaruk Theeramunkong
I3A 2016: Workshop on Image, Information and Intelligent Applications
Desktop Tower Defense Is NP-Hard . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
Vasin Suttichaya
A Regression-Based SVD Parallelization Using Overlapping
Folds for Textual Data. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26
Uraiwan Buatoom, Thanaruk Theeramunkong,
and Waree Kongprawechnon
Virtual Reality System with Smartphone Application for Height Exposure. . . 38
Suppanut Nateeraitaiwa and Narit Hnoohom
Classification of Diabetic Retinopathy Stages Using Image Segmentation
and an Artificial Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51
Narit Hnoohom and Ratikanlaya Tanthuwapathom
AIED 2016: Workshop on Artificial Intelligence
for Educational Applications
Building a Semantic Ontology for Virtual Peers in Narrative-Based
Environments. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65
Ethel Chua Joy Ong, Danielle Grace Consignado,
Sabrina Jane Ong, and Zhayne Chong Soriano
Contents Organization Support for Logical Presentation Flow. . . . . . . . . . . . 77
Tomoko Kojiri and Yuta Watanabe
A Framework to Generate Carrier Path Using Semantic Similarity
of Competencies in Job Position. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89
Wasan Na Chai, Taneth Ruangrajitpakorn, Marut Buranarach,
and Thepchai Supnithi