Digital Libraries

Songphan Choemprayong

Fabio Crestani

Sally Jo Cunningham (Eds.)

123

LNCS 10647

19th International Conference

on Asia-Pacific Digital Libraries, ICADL 2017

Bangkok, Thailand, November 13–15, 2017, Proceedings

Digital Libraries:

Data, Information, and Knowledge

for Digital Lives

Lecture Notes in Computer Science 10647

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More information about this series at http://www.springer.com/series/7409

Songphan Choemprayong • Fabio Crestani

Sally Jo Cunningham (Eds.)

Digital Libraries:

Data, Information, and Knowledge

for Digital Lives

19th International Conference

on Asia-Pacific Digital Libraries, ICADL 2017

Bangkok, Thailand, November 13–15, 2017

Proceedings

123

Editors

Songphan Choemprayong

Chulalongkorn University

Bangkok

Thailand

Fabio Crestani

University of Lugano

Lugano

Switzerland

Sally Jo Cunningham

University of Waikato

Hamilton

New Zealand

ISSN 0302-9743 ISSN 1611-3349 (electronic)

Lecture Notes in Computer Science

ISBN 978-3-319-70231-5 ISBN 978-3-319-70232-2 (eBook)

https://doi.org/10.1007/978-3-319-70232-2

Library of Congress Control Number: 2017957857

LNCS Sublibrary: SL3 – Information Systems and Applications, incl. Internet/Web, and HCI

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Preface

While the number of digital collections have been increased constantly and in diverse

practices, there are some concerns regarding the relevancy and value of the efforts to

expand, enhance, and sustain these collections to society at large. These concerns call

for discussions and exemplifications of how research efforts and practices in digital

libraries improve the quality of human life in all dimensions, such as education,

business, socialization, public administration, culture, and humanities. In addition,

these questions initiate a quest to discover novel methods in producing, managing,

analyzing, and storing digital collections as well as to deliver state-of-the-art services in

a complex, connected, and ever-changing environment that matter to our daily lives.

The annual International Conference on Asia-Pacific Digital Libraries (ICADL)

series is a significant forum that provides opportunities for researchers, educators, and

practitioners to exchange their research results, innovative ideas, service experiences,

and state-of-the-art developments in the field of digital libraries. The theme of ICADL

2017 was “Data, Information, and Knowledge for Digital Lives” open to all oppor￾tunities that illustrate how digital libraries, digital collections, and corresponding

methods would lead to better lives.

Since the first ICADL in 1998, the conference has grown to become one of the

premier forums in the digital library community. Based on the success of the first 18

ICADL conferences, the 19th ICADL conference was hosted by the Department of

Library Science, Faculty of Arts, Chulalongkorn University, Bangkok, Thailand. This

year the conference was co-located with the 8th Asia-Pacific Conference on Library

and Information Education and Practice (A-LIEP) under the collective title “Interna￾tional Forum on Data, Information, and Knowledge for Digital Lives.” Hosting these

conferences together in the heart of Bangkok brought together a diverse group of

academic and professional community members from all parts of the world to exchange

their cutting-edge knowledge, experience, and practices in various relevant issues in

digital libraries and other related fields.

The submissions to ICADL 2017 covered a wide spectrum of topics from various

areas, including information visualization, data mining/extraction, cultural heritage

preservation, personalized service and user modeling, novel library content and use

environments, electronic publishing, preservation systems and algorithms, social net￾working and information systems, Internet of Things, cloud computing and applica￾tions, mobile services, interoperability issues, open source tools and systems, security

and privacy, multi-language support, metadata and cataloguing, search, retrieval, and

browsing interfaces to all forms of digital content, e-Science/e-Research data and

knowledge management, and cooperative service and community service.

The keynote speakers of ICADL 2017, as part of the International Forum, included

Prof. Chayodom Sabhasri from Chulalongkorn University (Thailand), Prof. Makiko Miwa

from the Open University of Japan, and Prof. Jane Greenberg from Drexel University

(USA).

ICADL 2017 received 51 submissions from 21 countries. Each paper was carefully

reviewed by the Program Committee members. Finally, 21 full papers and six short

papers were selected. On behalf of the Organizing and Program Committees of ICADL

2017, we would like to express our appreciation to all the authors and attendees for

participating in the conference. We also thank the sponsors, Program Committee

members, external reviewers, supporting organizations, and volunteers for making the

conference a success. Without their efforts, the conference would not have been

possible.

September 2017 Songphan Choemprayong

Fabio Crestani

Sally Jo Cunningham

VI Preface

Organization

ICADL 2017 was organized by the Department of Library Science, Faculty of Arts,

Chulalongkorn University.

ICADL Steering Committee Chair

Shigeo Sugimoto University of Tsukuba, Japan

Local Advisory Board

Boonchai Stitmannaithum Chulalongkorn University, Thailand

Kingkarn Thepkanjana Chulalongkorn University, Thailand

Amorn Petsom Chulalongkorn University, Thailand

General Conference Chair

Pimrumpai Premsmit Chulalongkorn University, Thailand

Program Committee Co-chairs

Songphan Choemprayong Chulalongkorn University, Thailand

Fabio Crestani University of Lugano, Switzerland

Sally Jo Cunningham University of Waikato, New Zealand

Workshop Chair

Marut Buranarach National Electronics and Computer Technology Center,

Thailand

Organizing Committee

Pimrumpai Premsmit Chulalongkorn University, Thailand

Somsak Sriborisutsakul Chulalongkorn University, Thailand

Oranuch Sawetrattanasatian Chulalongkorn University, Thailand

Chindarat Berphan Chulalongkorn University, Thailand

Songphan Choemprayong Chulalongkorn University, Thailand

Sorakom Dissamana Chulalongkorn University, Thailand

Duangnate Vongpradhip Chulalongkorn University, Thailand

Nenuphar Supavej Chulalongkorn University, Thailand

Wachiraporn

Klungthanaboon

Chulalongkorn University, Thailand

Saowapha Limwichitr Chulalongkorn University, Thailand

Naya Sucha-xaya Chulalongkorn University, Thailand

Papatsara Arsa Chulalongkorn University, Thailand

Conference Publication Committee Co-chairs

Chindarat Berphan Chulalongkorn University, Thailand

Malivan Praditteera Rangsit University, Thailand

Registration Committee Chair

Nenuphar Supavej Chulalongkorn University, Thailand

Sponsorship and Exhibition Committee Co-chairs

Songphan Choemprayong Chulalongkorn University, Thailand

Saifon Taokaew Chulalongkorn University, Thailand

Venue and Facility Committee Chair

Duangnate Vongpradhip Chulalongkorn University, Thailand

Hospitality Committee Chair

Chindarat Berphan Chulalongkorn University, Thailand

Volunteer Management Committee Chair

Sorakom Dissamana Chulalongkorn University, Thailand

Program Committee

Maristella Agosti University of Padua, Italy

Hugo Alatrista-Salas Universidad del Pacífico, Peru

Marut Buranarach National Electronics and Computer Technology Center,

Thailand

Nisachol Chamnongsri Suranaree University of Technology, Thailand

Youngok Choi Catholic University of America, USA

Gobinda Chowdhury Northumbria University, UK

Milena Dobreva UCL Qatar, Qatar

Supol Durongwatana Chulalongkorn University, Thailand

Nicola Ferro University of Padua, Italy

Schubert Foo Nanyang Technological University, Singapore

Edward Fox Virginia Polytechnic Institute and State University,

USA

Dion Hoe-Lian Goh Nanyang Technological University, Singapore

VIII Organization

Jesús Vegas Hernández Universidad de Valladolid, Spain

Annika Hinze University of Waikato, New Zealand

Adam Jatowt Kyoto University, Japan

Unmil Karadkar University of Texas at Austin, USA

Hao Ren Ke National Taiwan Normal University, Taiwan

Christopher Soo-Guan

Khoo

Nanyang Technological University, Singapore

Monica Landoni University of Lugano, Switzerland

Chern Li Liew Victoria University of Wellington, New Zealand

Xia Lin Drexel University, USA

Juan Antonio Lossio

Ventura

University of Florida, USA

Akira Maeda Ritsumeikan University, Japan

Stephane Marchand-Maillet University of Geneva, Switzerland

Gary Marchionini University of North Carolina at Chapel Hill, USA

Ida Mele Università della Svizzera Italiana, Switzerland

Atsuyuki Morishima University of Tsukuba, Japan

Eva Méndez University Carlos III of Madrid, Spain

David Nichols University of Waikato, New Zealand

Douglas Oard University of Maryland, USA

Sanghee Oh Chungnam National University, South Korea

Nicola Orio University of Padova, Italy

Suporn Pongnumkul National Electronics and Computer Technology Center,

Thailand

Edie Rasmussen University of British Columbia, Canada

Andreas Rauber Vienna University of Technology, Austria

Seamus Ross University of Toronto, Canada

Shigeo Sugimoto University of Tsukuba, Japan

Hussein Suleman University of Cape Town, South Africa

Claire Timpany University of Waikato, New Zealand

Pucktada Treeratpituk Bank of Thailand, Thailand

Feili Tu-Keefner University of South Carolina, USA

Kulthida Tuamsuk Khon Kaen University, Thailand

Pertti Vakkari University of Tampere, Finland

Nicholas Vanderschantz University of Waikato, New Zealand

Kasturi Dewi Varathan National University of Malaysia, Malaysia

Marcia Zeng Kent State University, USA

Yan Zhang University of Texas at Austin, USA

Maja Žumer University of Ljubljana, Slovenia

Additional Reviewers

Vichita Jienjitlert

Yufeng Ma

Panuakdet Suwannatat

Chih-Jau Wang

Organization IX

Contents

Automatic Classification and Recommendation

Offering Answers for Claim-Based Queries:

A New Challenge for Digital Libraries. . . . . . . . . . . . . . . . . . . . . . . . . . . . 3

José María González Pinto and Wolf-Tilo Balke

Application of k-Step Random Walk Paths to Graph Kernel

for Automatic Patent Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14

Budi Nugroho and Masayoshi Aritsugi

Detecting Target Text Related to Algorithmic Efficiency in Scholarly

Big Data Using Recurrent Convolutional Neural Network Model . . . . . . . . . 30

Iqra Safder, Junaid Sarfraz, Saeed-Ul Hassan, Mohsen Ali,

and Suppawong Tuarob

Semantic Facettation in Pharmaceutical Collections

Using Deep Learning for Active Substance Contextualization . . . . . . . . . . . . 41

Janus Wawrzinek and Wolf-Tilo Balke

Cultural Heritage and Indigenous Knowledge

A Foundry of Human Activities and Infrastructures . . . . . . . . . . . . . . . . . . . 57

Robert B. Allen, Eunsang Yang, and Tatsawan Timakum

Conceptualising the Digitisation and Preservation of Indigenous

Knowledge: The Importance of Attitudes . . . . . . . . . . . . . . . . . . . . . . . . . . 65

Eric Boamah and Chern Li Liew

A Metadata Model to Organize Cultural Heritage Resources

in Heterogeneous Information Environments. . . . . . . . . . . . . . . . . . . . . . . . 81

Chiranthi Wijesundara, Winda Monika, and Shigeo Sugimoto

Data Sharing and Retrieval

Is Data Retrieval Different from Text Retrieval? An Exploratory Study . . . . . 97

Maryam Bugaje and Gobinda Chowdhury

Preparedness for Research Data Sharing: A Study of University

Researchers in Three European Countries. . . . . . . . . . . . . . . . . . . . . . . . . . 104

Gobinda Chowdhury, Joumana Boustany, Serap Kurbanoğlu,

Yurdagül Ünal, and Geoff Walton

Lexical and Discourse Analysis

Deep Stylometry and Lexical & Syntactic Features Based Author

Attribution on PLoS Digital Repository . . . . . . . . . . . . . . . . . . . . . . . . . . . 119

Saeed-Ul Hassan, Mubashir Imran, Tehreem Iftikhar, Iqra Safder,

and Mudassir Shabbir

Automatic Answering Method Considering Word Order for Slot Filling

Questions of University Entrance Examinations . . . . . . . . . . . . . . . . . . . . . 128

Ryo Tagami, Tasuku Kimura, and Hisashi Miyamori

A Pilot Study on Comparing and Extracting Impact Relations . . . . . . . . . . . 142

Yejun Wu and Li Yang

Measuring Discourse Scale of Tweet Sequences:

A Case Study of Japanese Twitter Accounts. . . . . . . . . . . . . . . . . . . . . . . . 150

Shuntaro Yada and Kyo Kageura

Mobile Applications

Tracking Smartphone App Usage for Time-Aware Recommendation . . . . . . . 161

Seyed Ali Bahrainian and Fabio Crestani

Use of Mobile Apps for Teaching and Research – Implications

for Digital Literacy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 173

Annika Hinze, Nicholas Vanderschantz, Claire Timpany,

Sarah-Jane Saravani, Sally Jo Cunningham, and Clive Wilkinson

Motivational Difference Across Gameplay Mechanics:

An Investigation in Crowdsourcing Mobile Content. . . . . . . . . . . . . . . . . . . 185

Ei Pa Pa Pe-Than, Dion Hoe-Lian Goh, and Chei Sian Lee

Search Results Presentation and Visualization

Interactive Displays for the Next Generation of Entity-Centric

Bibliographic Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 199

Trond Aalberg, Tanja Merčun, and Maja Žumer

Writers of the Lost Paper: A Case Study on Barriers to (Re-)

Finding Publications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 212

David Bainbridge, Sally Jo Cunningham, Annika Hinze,

and J. Stephen Downie

Result Set Diversification in Digital Libraries Through

the Use of Paper’s Claims . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225

José María González Pinto and Wolf-Tilo Balke

XII Contents

Identifying Key Elements of Search Results for Document Selection

in the Digital Age: An Observational Study . . . . . . . . . . . . . . . . . . . . . . . . 237

Yasuko Hagiwara, Emi Ishita, Emiko Mizutani, Kana Fukushima,

Yukiko Watanabe, and Yoichi Tomiura

Social Media

Information Seeking Behaviour of Aspiring Undergraduates

on Social Media: Who Are They Interacting with? . . . . . . . . . . . . . . . . . . . 245

Lara Dodd, Gobinda Chowdhury, Morgan Harvey, and Geoff Walton

An Analysis of Rumor and Counter-Rumor Messages in Social Media . . . . . 256

Dion Hoe-Lian Goh, Alton Y.K. Chua, Hanyu Shi, Wenju Wei,

Haiyan Wang, and Ee Peng Lim

Automatic Discovery of Abusive Thai Language

Usages in Social Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 267

Suppawong Tuarob and Jarernsri L. Mitrpanont

User Behaviors

Effects of Search Tactic on Affective Transition While Using Google:

A Quasi-Experimental Study of Undergraduate Students . . . . . . . . . . . . . . . 281

Songphan Choemprayong and Thanaphorn Atikij

Exploring Personal Music Collection Behavior . . . . . . . . . . . . . . . . . . . . . . 295

Sally Jo Cunningham, David Bainbridge, and Annette Bainbridge

Doctor-Patient Communication of Health Information Found Online:

Preliminary Results from South East Asia . . . . . . . . . . . . . . . . . . . . . . . . . 307

Anushia Inthiran

Video Seeking Behavior of Young Adults for Self Directed Learning . . . . . . 314

Cliff Loke, Schubert Foo, and Shaheen Majid

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 325

Contents XIII

Automatic Classification

and Recommendation

Offering Answers for Claim-Based Queries:

A New Challenge for Digital Libraries

José María González Pinto(&) and Wolf-Tilo Balke

Institut für Informationssysteme, Technische Universität Braunschweig,

Braunschweig, Germany

{pinto,balke}@ifis.cs.tu-bs.de

Abstract. This paper introduces the novel problem of ‘claim-based queries’

and how digital libraries can be enabled to solve it. Claim-based queries need

the identification of a key aspect of research papers: claims. Today, claims are

hidden in its unstructured, free text representation within research documents. In

this work, a claim is a sentence that constitutes the main contribution of a paper

and expresses an association between entities of particular interest in a given

domain. In the following, we investigate how to identify claims for subsequent

extraction in an unsupervised fashion by a novel integration of neural word

embedding representations of claims with a graph based algorithm. For evalu￾ation purposes, we focus on the medical domain: all experiments are based on a

real-world corpus from PubMed, where both, limitations and success of our

solution can realistically be assessed.

Keywords: Claim-based queries
Word embeddings
Claim extraction

1 Introduction

The world is becoming an increasingly complex place, where information needs are not

always simple to satisfy – even by sophisticated information retrieval algorithms over

large digital libraries with carefully curated content. In this work, we introduce the

novel problem of ‘claim-based queries’ and show how to use focused indexing in

digital libraries to reliably capture claims and subsequently answer respective queries.

So, what are claim-based queries? To get an intuition, consider the following

example: a user interested in medical research may raise the general question of “which

medication should be taken to alleviate a headache?” At first, the question may strike

one as a bit naïve, since the answer will obviously be quite complex: there exist several

medications with different pros and cons depending on the specific problem setting.

Indeed, the main challenge of this example is that any ‘good’ answer has to deal with

knowledge that is open to discussion and is highly dependent on some context missing

in the question. In any case, users will need at least three steps to satisfy their query:

1. Find out what medications to alleviate a headache actually do exist (the entity space

for possible answers),

2. Find documents, e.g. research papers, where each medication has been applied in

particular problem settings (the contextual space for the above entities), and

© Springer International Publishing AG 2017

S. Choemprayong et al. (Eds.): ICADL 2017, LNCS 10647, pp. 3–13, 2017.

https://doi.org/10.1007/978-3-319-70232-2_1