iiWAS2021/MoMM2021 Proceedings TOC

Table of Content

Front Pages [PDF]

Keynotes

AI-BigData Convergence (ABC): an R&D Vision
Won Kim (South Korea)

iiWAS2021 Papers

RECOMMENDER SYSTEM

Refining User Ratings Using User Emotions for Recommender Systems
Amarajyothi Aramanda, Saifulla Md. Abdul, Radha Vedala (India)
Doc2Vec-based Approach for Extracting Diverse Evaluation Expressions from Online Review Data
Kosuke Kurihara, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst (Japan)
Decision Support for Reading Styles of News Articles
Takeyuki Maekawa, Qiang Ma (Japan )
Exploring Learning Resource Recommendation Approaches for Secondary Education
Christoph Brandstetter, Fabian Suda, Luca Papariello, Fabian Dopler, Bernhard Göschlberger (Austria)
How Can Digital Games Recommender Systems Improve for Their Content Creators
Marta Kholodylo, Christine Strauss (Austria)
What Makes a Review Encouraging: Feature Analysis of User Access Logs in a Large-scale Online Movie Review Site
Kakeru Ito, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst (Japan)
Key factors influencing Retail Store Expansion Decisions Case study of combining evidence and data- driven approach
Himanshu Pahuja, Pari Delir Haghighi, Yuan-Fang Li, Prem Jayaraman (Australia)
RevASIDE: Assignment of Suitable Reviewer Sets for Publications from Fixed Candidate Pools
Christin Katharina Kreutz, Ralf Schenkel (Germany)
Exploiting Heterogenous Web Data – A Systematic Approach on the Example of Nintendo Switch Games
Sandra Boric, Christine Strauss (Austria)
Hunting Lovely and Serendipitous Eye Sights through Sharing Collective Human Eye Views
Risa Kimura, Tatsuo Nakajima (Japan)
A Research on Constructing Evaluative Expression Dictionaries for Cosmetics Based on Word2Vec
Mayumi Ueda, Yuna Taniguchi, Da Li, Panote Siriaraya, Shinsuke Nakajima (Japan)

CROWDSOURCING FOR KNOWLEDGE BASES

Examining Effect of Label Redundancy for Machine Learning using Crowdsourcing
Ayame Shimizu, Kei Wakabayashi (Japan)
Enabling Sensemaking And Trust In Communities:An Organizational Perspective
Sijo Arakkal Peious, Dirk Draheim (Estonia)
CollectiveEars: Sharing Collective People’s Hearing Capability
Risa Kimura, Tatsuo Nakajima (Japan)

ONLINE SOCIAL NETWORKS AND ONLINE REVIEWS

"How to Find a Place Suitable for ""Guitar Practice"": Purpose-oriented Geographic Entity Retrieval by Using Online Review Graph Analysis"
Yui Maekawa, Yoshiyuki Shoji, Martin J. Dürst (Japan)
When she posts next? A comparison of refresh strategies for Online Social Networks
Max-Emanuel Keller, Alexander Döschl, Peter Mandl, Alexander Schill (Germany)
Selective Classification of Danmaku Comments Using Distributed Representations
Koshiro Tamura, Marie Katsurai (Japan)
Learning to Rank-based Approach for Movie Search by Keyword Query and Example Query
Kosuke Kurihara, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst (Japan)
Voice tweets between humanization and moderation: Consequences, Challenges and Opportunities.
Didier Henry (Guadeloupe)
Enabling Co-owned Image Privacy on Social Media via Agent Negotiation
Farzad Nourmohammadzadeh Motlagh, Anne Kayem, Nikolai Jannik Podlesny, Christoph Meinel (Germany)
Lexical Normalization of Japanese Tweets using Related Images
Zhelin Xu, Atsushi Matsumura, Tetsuji Satoh (Japan)

SEMANTICS MODELLING AND ANALYSIS

Matching Large Biomedical Ontologies Using Symbolic Regression
Jorge Martinez-Gil, Shaoyi Yin, Josef Küng, Franck Morvan (Austria, France)
Pay to Play: Understanding Gamer’s Motivation through Semantic Analysis
Phoey Lee Teh, Irina Pak (Malaysia)
Hybrid architecture to achieve semantic interoperability for engineering oil and gas industry process
Elvismary Molina De Armas, Vitor Pinheiro de Almeida, Júlio Gonçalves Campos, Geiza Maria Hamazaki da Silva, Rodrigo Goyannes Gusmão Caiado, Hugo Neves, Eduardo Thadeu Leite Corseuil, Denyson Tomaz de Lima, Fernando Rodrigues Gonzalez (Brazil)
A Semantic Data Lake Model for Analytic Query-Driven Discovery
Claudia Diamantini, Domenico Potena, Emanuele Storti (Italy)
Demand-Driven Data Provisioning in Data Lakes: BARENTS - A Tailorable Data Preparation Zone
Christoph Stach, Julia Bräcker, Rebecca Eichler, Corinna Giebler, Bernhard Mitschang (Germany)
Survey on Internet of Things Data Analytics with Semantic approaches
Truong Khanh Duy, Josef Küng, Hoang Huu Hanh (Viet Nam, Austria)
Measuring Semantic Similarity between Services Using Hypergraphs
Mohamed Almulla, Hamdi Yahyaoui, Eiman Boujarwah (Kuwait)
Query Processing over Multiple Knowledge Bases and Text Documents
Marika Nakano, Toshiyuki Amagasa (Japan)
Generating Personalized Dialogues Based on Conversation Log Summarization and Sentiment Analysis
Sinan Chen, Masahide Nakamura (Japan)

DEEP LEARNING

Comparison of Deep Learning Models for Automatic Generation of Product Description on E-commerce site
Kenji Fukumoto, Rinji Suzuki, Hiroyuki Terada, Masafumi Bato, Akiyo Nadamoto (Japan)
Automatic grouping and text data augmentation about behavioral and psychological symptoms of dementia in Ninchisho Chienowa-net
Naoko Kosugi, Shunnosuke Shimizu, Hiroaki Kazui, Shunsuke Sato, Kenji Yoshiyama, Naoto Kamimura, Waki Nagakura, Yumi Ikeda, Manabu Ikeda (Japan)
Evolutionary Deep Reinforcement Learning Environment: Transfer Learning-based Genetic Algorithm
Badr Hirchoua, Imadeddine Mountasser, Brahim Ouhbi, Bouchra Frikh (Morocco)

INFORMATION AND DOCUMENT RETRIEVAL

A Method for Searching Documents using Knowledge Bases
Taro Aso, Toshiyuki Amagasa, Hiroyuki Kitagawa (Japan)
Identifying Legal Party Members from Legal Opinion Documents using Natural Language Processing
Melonie Nimasha de Almeida, Chamodi Samarawickrama, Nisansa de Silva, Gathika Ratnayaka, Amal Perera (Sri Lanka)
Unsupervised keyword combination query generation from online health related content for evidence-based fact checking
Pritam Deka, Anna Jurek-Loughrey, Deepak P (UK)

MACHINE LEARNING AND DATA MINING

A Hybrid Thresholding Strategy combining RCut and PCut for Multi-label Classification
Raji Ghawi, Juergen Pfeffer (Germany)
Efficient Training Method for Phrase Extraction Models using Natural Language Explanations
Ryosuke Saito, Koga Kobayashi, Kei Wakabayashi (Japan)
Stable High Utility Itemset Mining
Acquah Hackman, Yu Huang, Philippe Fournier-Viger, Vincent S. Tseng (Taiwan, China)
A Scheme for Efficient Question Answering with Low Dimension Reconstructed Embeddings
Happy Buzaaba, Toshiyuki Amagasa (Japan)
Active Learning for Extracting Technical Terms Covering Multiword Phrases
Fumimaro Odakura, Koga Kobayashi, Kei Wakabayashi (Japan)
Custom Binary Cross Entropy Based Anomaly Detection in Bank Transactions using Deep Convolutional Neural Network
Chinmay Ajit Kulkarni, Mohith Raj, Shylaja S Sharath (India)
CoSim: An Approach to Calculate Complex Object Similarity
Eshref Januzaj, Manuel Weber, Max-Emanuel Keller, Maximilian Auch, Peter Mandl (Germany)

TOPIC MODELLING

Objective functions to determine the number of topics for Topic Modeling
Silvio Peikert, Clemens Kubach, Jamal Al Qundus, Le Duyen Sandravu, Adrian Paschke (Germany)
What we Talk about when we Talk about Earth on Earth Day?
Bingqing Li, Raji Ghawi, Juergen Pfeffer (Canada)
STEREO: A Pipeline for Extracting Experiment Statistics, Conditions, and Topics from Scientific Papers
Steffen Epp, Marcel Hoffmann, Nicolas Lell, Michael Mohr, Ansgar Scherp (Germany)

USING GRAPH DATA

KnowText: Auto-generated Knowledge Graphs for custom domain applications
Bojan Božic, Jayadeep Kumar Sasikumar, Tamara Matthews (Ireland)
Analysis of GraphSum’s AttentionWeights to Improve the Explainability of Multi-Document Summarization
M. Lautaro Hickmann, Fabian Wurzberger, Megi Hoxhalli, Arne Lochner, Jessica Töllich, Ansgar Scherp (Germany)
Extended XACML Language and Architecture for Access Control in Graph-structured Data
Aya Mohamed, Dagmar Auer, Daniel Hofer, Josef Küng (Austria)

DATA MANAGEMENT AND OPTIMIZATION

An Approach to an efficient Evaluation of SPARQL Queries in Databases
Christina Ehrlinger, Burkhard Freitag (Germany)
Small Files in HDFS and Their Impact on Hadoop Performance
Christoph Schmitz, Gali Peled, Oded Koren (Germany, Israel)
Efficient Skyline Computation of Multiple Range Skyline Queries
Zarina Dzolkhifli, Hamidah Ibrahim, Fatimah Sidi, Lilly Suriani Affendey, Siti Nurulain Mohd Rum, Ali A. Alwan (Malaysia, USA)
Efficient Discovery of Functional Dependencies from Incremental Databases
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese (Italy)
A Dynamic Load-balancing Method for Distributed RDF Stream Processing Systems
Toshiyuki Hirakata, Toshiyuki Amagasa (Japan)
Simplod: Simple SPARQL query builder for rapid export of linked open data in the form of CSV files
Antonín Jareš, Jakub Klímek (Czech Republik)
Declarative Generation of React.js-based Modern Web Pages Using SuperSQL
Naoki Oyama, Kento Goto, Motomichi Toyama (Japan)

NOVEL APPLICATIONS

DARE – a Comprehensive Methodology for Mastering Kanji
Bartholomäus Wloka, Werner Winiwarter (Austria)
Voice Commerce: Anthropomorphism Using Voice Assistants
Hai Son Nguyen, Andreas Mladenow, Christine Strauss, Katharina Auer-Srnka (Austria)
Design, Development, and Evaluation of a Physical Exercise Monitoring and Managing System for Athletes
Noor Nafiz Islam, Nafiz Imtiaz Khan, Muhammad Nazrul Islam (Bangladesh)
Real-time Queue Detection Using an Omnidirectional Camera
Yuki Kasahara, Shohei Yokoyama (Japan)
Implementation and Evaluation of Home-based DialogueSystem for Cognitive Training of Older Adults
Seiki Tokunaga, Kazuhiro Tamura, Mihoko Otake-Matsuura (Japan)
A Generic Knowledge Based Medical Diagnosis Expert System
Xin Huang, Xuejiao Tang, Wenbin Zhang, Shichao Pei, Ji Zhang, Mingli Zhang, Zhen Liu, Ruijun Chen, Yiyi Huang (USA, Germany, Saudi Arabia, Canada, China)
Security and Privacy of teleHealth Apps in the Era of COVID-19 Pandemic: A Perspective from Saudi Arabia
Nawaf Alharbe (Saudi Arabia)
Systems Development in Pandemic Times: the Case of a Vaccination Registration Service
Gabor Klimkó (Hungary)
Determining the Motivating Factors in Mobile Crowdsourcing Participation
Chei Sian Lee, Dion Hoe-Lian Goh, Qian Wu, Hang Guo (Singapore, China)

PRIVACY, SECURITY AND OTHERS

Analyzing inconsistencies in the Tor consensus
Tobias Höller, Michael Roland, Rene Mayrhofer (Austria)
An Adaptative and Compliant Forensics Admissibility Metrics Generation Methodology
Aymen M. Akremi (Saudi Arabia)
Bus-Based WSMP Dissemination Protocol for Vehicular Network
Lamya Albraheem, Mznah Al-Rodhaan, Abdullah Al-Dhelaan (Saudi Arabia)
A Technical Support to Enrich Existing Software Development Courses, with the Additional Topic of Secure Coding
Christian Kaufmann, Harald Wahl (Portugal)

MoMM2021 Papers

DEEP LEARNING AND INTELLIGENT SYSTEMS

Towards an Intelligent Fuzzy-fusion Model for Identity Document Classification
Nouna Khandan, Amin Beheshti, Helia Farhood, Matineh Pooshideh, Mike Simpson, Nick Gatland (Australia)
An Iterative Strategy for Deep Learning Classification on Spatial Data Streams
Liam King, Wendy Osborn (Canada)
Towards Proactive Financial Crime and Fraud Detection through Artificial Intelligence and RegTech Technologies
Zeinab Rouhollahi, Amin Beheshti, Salman Mousaeirad, Srinivasa Reddy Goluguri (Australia)

IOT SYSTEMS AND PLATFORMS

Cyber-Risk Management within IoMT: a Context-aware Agent-based Framework for a Reliable e-Health System
Sondes Ksibi, Faouzi Jaidi, Adel Bouhoula (Tunisia)
Modelling IoT Application Requirements for Benchmarking IoT Middleware Platforms
Shalmoly Mondal, Alireza Hassani, Prem Prakash Jayaraman, Pari Delir Haghighi, Dimitrios Georgakopoulos (Australia)

MOBILE APPLICATIONS FOR SOCIAL GOOD

An Experience with the Implementation of a Rule-Based Triggering Recommendation Approach for Mobile Devices
Sergio Ilarri, Irene Fumanal, Raquuel Trillo-Lado (Spain)
Designing a Crisis Management Mobile Application Solution in Nigeria
Oladele Amola, Silvia Lips, Dirk Draheim (Estonia)
A Human Thermal Comfort Level Estimating Method Using Thermal Image and Sensor Data
Haomin Mao, Shuhei Tsuchida, Yuma Suzuki, Yongbeom Kim, Rintaro Kanada, Takayuki Hori, Tsutomu Terada, Masahiko Tsukamoto (Japan)
Smart Retailing Technologies to counter currentRetail Challenges - An Assessment of Impacts
Patrick Hafner, Alexander Voelz, Christine Strauss (Austria)
Puncture Localization Method Utilizing Motion Sensor to Support CT-Guided Percutaneous Puncture
Yusuke Gotoh, Kenta Fukuma, Koji Sakai, Koji Masui (Japan)

MOBILE SENSING AND HCI

Applications across Co-located Devices: User Interface Distribution, State Management and Collaboration
Pedro Albuquerque Santos, Rui Neves Madeira, Nuno Correia (Portugal)
Visually Communicating Microgrid Complexity
Hala Nayef Almukhalfi, Sarah Goodwin (Saudi Arabia, Australia)
NasalBreathInput: A Hands-Free Input Method by Nasal Breath Gestures using a Glasses Type Device
Ryoma Ogawa, Kyosuke Futami, Kazuya Murao (Japan )
A Labeling Support System for Participants’ Situated Assessments by Multi-modal Sensing
Ayumi Ohnishi, Kyosuke Kondo, Hiroshi Kato, Tsutomu Terada, Hideaki Kuzuoka, Yoshihiko Kubota, Hideyuki Suzuki, Masahiko (Japan)

SHOW2021 Papers

Application of the Hyperledger Fabric Blockchain in a supply and maintenance chain for critical assets
Davide Senatori, Pierpaolo Baglietto, Massimo Maresca, Andrea Parodi (Italy)
Crowdsourcing in Digital Marketing
Afnan S. Al-Nafisa, Ahmad Alnafessah (Saudi Arabia, UK)
A Method to Recognize Eyeball Movement Gesture using Infrared Distance Sensor Array on Eyewear
Kyosuke Futami, Yuki Tabuchi, Kazuya Murao, Tsutomu Terada (Japan)
A Method to Recognize Facial Gesture using Infrared Distance Sensor Array on Ear Accessories
Kyosuke Futami, Kohei Oyama, Kazuya Murao (Japan)
An Empirical Comparison of Machine and Deep Learning Algorithms’ Performance on Chemical Data
Shrooq A. Alsenan (Saudi Arabia)

Authors Index [PDF]