The Review of Socionetwork Strategies

2016 - 2026

Current editor(s): Katsutoshi Yada, Yasuharu Ukai and Marshall Van Alstyne

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Volume 20, issue 1, 2026

Mapping the Knowledge Structure and Theoretical Foundations of Scent and Consumer Behavior Research: A Cross-Disciplinary Bibliometric Analysis pp. 1-28

Fangzhou Li and Katsutoshi Yada

Questioning the Classification of the Highest SJR-Ranked Organizational Behavior and Human Resource Management Journals by an Artificial Intelligence Tool pp. 29-35

Jaime A. Teixeira da Silva and Mustafa Filiz

How Augmented Reality Shapes Online Shopping Behavior Among Consumers: The Experience of Bangladeshi Consumers pp. 37-52

Akhi Alam

Socionetwork-Based Evaluation of Academic Systems: Integrating Centrality Metrics into Empirical Ranking Frameworks pp. 53-90

Amer Zaheer, Ghulam Mustafa and Muhammad Tanvir Afzal

Adjusting Treatment Effects in Laboratory Experiments Using Cognitive Ability Measures: Evidence from the Dictator and Ultimatum Games with Adult Participants pp. 91-102

Tetsuya Kawamura and Kazuhito Ogawa

Preface for the Special Issue of the Review of Socionetwork Strategies: Special Issue on 9th Asia Pacific Conference on Information Management 2024 (APCIM2024) pp. 103-105

Hiroshi Koga

The Challenge of Digital Transformation for Small and Medium-Sized Enterprises in Japan pp. 107-121

Kazunori Minetaki, Teruyuki Bunno and Hiroki Idota

How Computer-Based Knowledge Repositories Enhance Organizational Memory: An Attempt to Generalize a Failure Organizational Learning Model Based on Two Anonymous Surveys pp. 123-142

Sanetake Nagayoshi and Jun Nakamura

Organizational Citizenship Behaviors in Digitalized Operations During the COVID-19 Pandemic pp. 143-152

Masako Asai and Aki Nakanishi

Digital Care: Practical Difficulties and Ethical Challenges pp. 153-168

Ryoko Asai, Kiyoshi Murata and Tatsuya Yamazaki

Effect of Covid-19 Pandemic on Tourism-Related Posts in Japan: Analysis Based on Questions Andanswers on Q&A Websites pp. 169-179

Kenji Yoshimi, Kazuya Tanimoto, Yasuhiro Tanaka, Kenichi Iwai, Shoji Ueda and Daiji Hario

Preface of Special Issue on 12th Competition on Legal Information of Extraction and Entailment (COLIEE 2025) pp. 181-182

Randy Goebel, Yoshinobu Kano, Calum Kwan, Mi-Young Kim, Juliano Rabelo, Ken Satoh, Hiroaki Yamada and Masaharu Yoshioka

The COLIEE 2025 Competition on Legal Information Extraction and Entailment: Overview, Discussion, and Dataset Expansion pp. 183-213

Randy Goebel, Yoshinobu Kano, Mi-Young Kim, Calum Kwan, Juliano Rabelo, Ken Satoh, Hiroaki Yamada and Masaharu Yoshioka

LexEntail: A Multi-Stage Reranking Pipeline with LLM-Based Reasoning for Legal Case Entailment pp. 215-253

Hoang-Trung Nguyen, Tan-Minh Nguyen, Thuong-Hieu Ngo, Ha-Thanh Nguyen and Thi-Hai-Yen Vuong

Investigating Expert-Based Prompt Engineering for Legal Entailment Tasks pp. 255-279

Cor Steging, Ludi van Leeuwen and Tadeusz Zbiegień

Hybrid Legal Reasoning Approaches for COLIEE 2025 pp. 281-311

Euijin Baek, Jiayi Dai, H. M. Quamran Hasan, Yeji Kim, Abhita Gupta, Housam Khalifa Bashier Babiker, Mi-Young Kim and Randy Goebel

Japanese Legal Judgment Prediction Using ModernBERT and Generative AI-based Information Extraction pp. 313-339

Kazuma Kadowaki and Yoshinobu Kano

KIS: COLIEE 2025 Task 4 Solver Using Japanese LLM pp. 341-359

Takaaki Onaga and Yoshinobu Kano

Enhancing Legal Text Processing and Structural Analysis with Large Language Models at COLIEE 2025 pp. 361-383

Dat Nguyen, Minh-Phuong Nguyen, Quang-Huy Chu, Son T. Luu, Nguyen-Hoang Chu, Trung Vo and Le-Minh Nguyen

Volume 19, issue 2, 2025

A Graph-based Deep Learning Model with Multimodal Fusion for Vietnamese Recommendation Systems pp. 163-182

Xuan-Bach Nguyen and Hoang-Quynh Le

A Review of Temporal Networks: Operations and Applications pp. 183-236

Aaqib Zahoor, Iqra Altaf Gillani and Janib ul Bashir

A Non-Cooperative Model of Network Formation with Endogenous Link Strength pp. 237-253

Anurag Kakkar

Demand Segmentation in the 5G Era: A Mixed Logit Analysis of Japanese Consumer Preferences pp. 255-269

Naoki Takano

Boosting Machine Learning Accuracy for Cardiac Disease Prediction: The Role of Advanced Feature Engineering and Model Optimization pp. 271-300

Omair Bilal, Arash Hekmat, Inzamam Shahzad, Asif Raza and Saif Ur Rehman Khan

Analysis of Customer Journeys Using Prototype Detection and Counterfactual Explanations for Sequential Data pp. 301-323

Keita Kinjo

Unravelling the Dynamics of Academic Collaboration: A Graph-Based Data-Driven Approach pp. 325-362

Subrata Paul, Chandan Koner and Anirban Mitra

Preface for the Special Issue of the Review of Socionetwork Strategies: Strategic Innovations and Behavioral Insights in Social Networks pp. 363-364

I-Hsien Ting

Application of Smart Agriculture and Digital Transformation Under Organic Planting-A Case Study of Young Farmers’ Cooperative in Northern Taiwan pp. 365-374

Chia-Sung Yen

Analyzing the Impact of IoT on E-commerce Trends Through Topic Modeling and Co-Citation Techniques pp. 375-399

Shou-Hsi Tu, Junqi Wang, Chien-Liang Lin and Kuo-Ti Liao

The Impact of Live Streamers' Characteristics and Content Information Quality on Audience Participation Intentions: A Para-social Interaction Perspective pp. 401-427

Shu-Chen Yang

The Current Status and Challenges of Online Learning Activities During the COVID-19 Pandemic: An Analysis of Online Survey Results pp. 429-443

Hiroshi Koga

Volume 19, issue 1, 2025

Improved Hashtag Recommendation Algorithm Determining Appropriate Hashtags for Words with Different Meanings pp. 1-17

Etsutaro Kamino and Eisuke Kita

Internet of multimedia things (IoMT): A review pp. 19-47

Asif Ali Laghari, Hang Li, Shahid Karim, Waheeduddin Hyder, Yin Shoulin, Abdullah Ayub Khan and Rashid Ali Laghari

Interpretable Price Bounds Estimation with Shape Constraints in Price Optimization pp. 49-68

Shunnosuke Ikeda, Naoki Nishimura and Shunji Umetani

Data Augmentation Method Using Diffusion Models for Tomato Leaf Discrimination Problem pp. 69-82

Masaya Oirase and Eisuke Kita

Assisting Drafting of Chinese Legal Documents Using Fine-Tuned Pre-trained Large Language Models pp. 83-110

Chun-Hsien Lin and Pu-Jen Cheng

An Advanced Deep Learning Framework for Skin Cancer Classification pp. 111-130

Muhammad Amir Khan, Muhammad Danish Ali, Tehseen Mazhar, Tariq Shahzad, Waheed Ur Rehman, Mohammad Shahid and Habib Hamam

A Critical Study of Recent Deep Learning-Based Continuous Sign Language Recognition pp. 131-161

Hanan A. Taher and Subhi R. M. Zeebaree

Volume 18, issue 2, 2024

Hybrid Load Balancing Technique for Cloud Environment Using Swarm Optimization pp. 167-183

Maanas Singal and Garima Verma

All-to-All Data Exchange Method for MANET in Congestion Environment pp. 185-210

Jumpei Tokunaga and Hiroyuki Ebara

Developing a Feature Set from Scene and Texture Features for Detecting Neural Texture Videos Using Boosted Decision Trees pp. 211-230

Amit Neil Ramkissoon, Vijayanandh Rajamanickam and Wayne Goodridge

Evaluating the Network Performance of the Ensembled-Based Veracity Architecture for Fake News Detection in Infrastructureless Social Networks pp. 231-254

Amit Neil Ramkissoon and Wayne Goodridge

Event Identification for Supply Chain Risk Management Through News Analysis by Using Large Language Models pp. 255-278

Maryam Shahsavari, Omar Khadeer Hussain, Morteza Saberi and Pankaj Sharma

Development of a Product Recommendation Method for the Real-Time Cart Context in Supermarkets by Integrating Cooking Recipes and Purchase Co-occurrences pp. 279-301

Takayuki Suzuki and Yusuke Goto

Firm Default Prediction by GNN with Gravity-Model Informed Neighbor Node Sampling pp. 303-328

Naoto Minakawa, Kiyoshi Izumi, Yuri Murayama and Hiroki Sakaji

Trend Analysis with Interpretability and Cold-Start Problems for Recommender Systems pp. 329-344

Tomofumi Hara, Yuki Sumiya and Kazuhide Nakata

Correction to: Fluctuation in Grocery Sales by Brand: An Analysis Using Taylor’s Law pp. 345-345

Kazuki Koyama, Mariko I. Ito and Takaaki Ohnishi

Preface for the Special Issue of the Review of Socionetwork Strategies: Harnessing Social Networks, Technology, and Business Strategies for Small and Medium Enterprises (SMEs) pp. 347-348

I-Hsien Ting

Impact of Computer Usage on Organizational Memory and Learning from Failure: A Case Study of a Japanese Company pp. 349-371

Sanetake Nagayoshi and Jun Nakamura

The Integration of Artificial Intelligence and Video Production Skills in Workplace Development: A Study from the Perspective of Vocational Training pp. 373-386

Chia-Sung Yen and Shu-Chen Yang

Investigating Factors that Influence Purchase Intentions in Live-Streaming Contexts Through the Elaboration Likelihood Model: The Perspectives of Para-Social Interaction and Information Quality pp. 387-406

Chia-Sung Yen, Guan-Lin Chen, Chia-Chun Kang, Yu-Hui Wang and Shu-Chen Yang

Application of Deep Learning in the Classification of Maritime Safety Information pp. 407-427

Pengbo Sun, Yi Zuo, Xinyu Li and Yudi Wang

Using Tree Structures for Maintenance of High Fuzzy Utility Itemsets pp. 429-448

Tzung-Pei Hong, Wei-Teng Hung, Yu-Chuan Tsai and Wei-Ming Huang

Facial Expressions Based on the Types of Conversation Contents pp. 449-489

Kazunori Minetaki and I-Hsien Ting

Volume 18, issue 1, 2024

Does Travel Spread Infection?—Effects of Social Stirring Simulated on SEIRS Circuit Grid pp. 1-23

Yukio Ohsawa, Sae Kondo and Tomohide Maekawa

Preface of Special Issue on 10th Competition on Legal Information of Extraction and Entailment (COLIEE 2023) pp. 25-26

Randy Goebel, Yoshinobu Kano, Mi-Young Kim, Juliano Rabelo, Ken Satoh and Masaharu Yoshioka

Overview and Discussion of the Competition on Legal Information, Extraction/Entailment (COLIEE) 2023 pp. 27-47

Randy Goebel, Yoshinobu Kano, Mi-Young Kim, Juliano Rabelo, Ken Satoh and Masaharu Yoshioka

Data Augmentation and Large Language Model for Legal Case Retrieval and Entailment pp. 49-74

Minh-Quan Bui, Dinh-Truong Do, Nguyen-Khang Le, Dieu-Hien Nguyen, Khac-Vu-Hiep Nguyen, Trang Pham Ngoc Anh and Minh Nguyen

Exploring Prompting Approaches in Legal Textual Entailment pp. 75-100

Onur Bilgin, Logan Fields, Antonio Laverghetta, Zaid Marji, Animesh Nighojkar, Stephen Steinle and John Licato

Legal Information Retrieval and Entailment Using Transformer-based Approaches pp. 101-121

Mi-Young Kim, Juliano Rabelo, Housam Khalifa Bashier Babiker, Md Abed Rahman and Randy Goebel

Contribution Analysis of Large Language Models and Data Augmentations for Person Names in Solving Legal Bar Examination at COLIEE 2023 pp. 123-143

Takaaki Onaga, Masaki Fujita and Yoshinobu Kano

NOWJ at COLIEE 2023: Multi-task and Ensemble Approaches in Legal Information Processing pp. 145-165

Thi-Hai-Yen Vuong, Hai-Long Nguyen, Tan-Minh Nguyen, Hoang-Trung Nguyen, Thai-Binh Nguyen and Ha-Thanh Nguyen