Chih-Chien Wang

Scopus Publications

Evaluating human-based and large language model-based content analysis: A case study on negative word-of-mouth classification in social media
Yolande Yunhsiou Yang, Chih-Chien Wang, Pau-Lin Chou, Chieh-Yu Tien, Jia-Ci Wen, et al.
Computers in Human Behavior, 2026
Students’ behavioral intentions toward generative AI in education: Task-technology fit and moral obligations
Yann-Jy Yang, Chih-Chien Wang, Yi-Hsuan Chen, Hui-Min Chen
Journal of Education and E Learning Research, 2025
The rapid advancement of generative AI tools, such as ChatGPT, has sparked widespread debate over their impact on academic integrity and educational practices. As these tools become increasingly accessible to students, understanding the factors that influence their adoption in academic settings is essential. The current study explores the application of generative artificial intelligence (AI) tools by college students, such as ChatGPT and many others, for completing homework assignments. Drawing on the Task-Technology Fit (TTF) framework and the concept of moral obligation, this research aims to investigate the factors influencing students' behavioral intentions to use generative AI in academic contexts. Data were collected through an online survey of 136 Taiwanese college students. The results indicate that perceived technology characteristics and self-efficacy significantly enhance task-technology fit, positively affecting behavioral intention. Conversely, moral obligation shaped by perceived teacher attitudes negatively influences students' intention to use AI tools for coursework. The study employs Partial Least Squares Structural Equation Modeling (PLS-SEM) to test the hypotheses and explains a substantial proportion of the variance in behavioral intention. These findings provide theoretical insights into how technological and ethical considerations jointly influence AI adoption in education. The study also offers practical suggestions for educators and institutions aiming to guide the responsible use of generative AI in learning environments. This study contributes a novel framework for understanding responsible AI use in higher education.
Why do graduate students use generative AI in thesis writing? the influence of self-efficacy, time pressure, and trust
Chun-Yi Lin, Chih-Chien Wang
Current Psychology, 2025
Using gamification to enhance learning: A college course case study
Chih-Chien Wang, Shu-Chen Chang, Yu Han Yu
Entertainment Computing, 2025
USING VIDEO TITLES TO PREDICT YOUTUBE AUDIENCE BEHAVIOR BASED ON MACHINE LEARNING
Journal of Theoretical and Applied Information Technology, 2025
Motives for following social media influencers: Scale development and validation
Chih-Chien Wang, Shu-Chen Chang, I-Hsin Hsieh
Information Development, 2025
The study develops a 33 items Influencer Following Motives Scale for analyzing why people follow social media influencers. The study unfolds in four stages: initial item formation through interviews and literature review, item refinement via exploratory factor analysis, validation of the scale through confirmatory factor analysis, and final validation using the Multi-Trait Multi-Method Matrix. The scale identifies eleven motivational dimensions: Beauty, Authenticity, Learning, Boredom, Expertise, Entertainment, Aesthetics, Curiosity, Sharing, Similarity, and Information. The developed measurement scale aids in understanding follower motivations, offering insights for influencers and content creators to engage their audience more effectively.
Comparing Human Rating and Large Language Model-Based Sentiments Analysis for Chinese Word-of-Mouth
Ming-Che Liu, Chih-Chien Wang, Shu-Chen Chang, Yann-Jy Yang
Smart Innovation Systems and Technologies, 2025
Fake news detection and corpus establishment from comment data for social network posts
Yean-Fu Wen, Wen-Hsin Chang, Chih-Chien Wang, Kuo-Lin Yang
Social Network Analysis and Mining, 2024
Experiences and perspectives related to shared decision-making among outpatients with degenerative joint disease in Taiwan: a qualitative study
Yeu-Hui Chuang, Chih-Chien Wang, Chih-Yin Hsiao, Chien-Yeh Lu, Jeng‑Cheng Wu, et al.
BMJ Open, 2024
Objectives Various treatment options are available for degenerative joint disease (DJD). During clinical visits, patients and clinicians collaboratively make decisions regarding the optimal treatment for DJD; this is the essence of shared decision-making (SDM). Here, we collated and assessed the SDM-related experiences and perspectives of outpatients with DJD in Taiwan. Design In-depth interviews and thematic analysis. Setting Primary care clinics of a regional teaching hospital in Taiwan, October 2021–May 2022. Participants 21 outpatients with at least three visits for DJD and who were aware of SDM. Results Four main themes emerged in this study: first, equipping themselves with knowledge: outpatients obtained disease-related and treatment-related knowledge in various ways—seeking relevant information online, discussing with family and friends, learning from their own experiences or learning from professionals. Second, shared or not shared: physicians had different patterns for communicating with patients, particularly when demonstrating authority, performing mutual discussion, respecting patient preferences or responding perfunctorily. Third, seldom saying no to physician-prescribed treatment plans during clinical visits: most patients respected physicians’ professionalism; however, some patients rejected physicians’ recommendations indirectly, whereas some responded depending on their disease prognosis. Fourth, whose call?—participants decided to accept or reject a treatment plan independently or by discussing it with their families or by obeying their physicians’ recommendations. Conclusions In general, patients with DJD sought reliable medical information from various sources before visiting doctors; however, when having a conversation with patients, physicians dominated the discussion on treatment options. The patient–physician interaction dynamics during the SDM process determined the final medical decision, which was in accordance with either patients’ original autonomy or physicians’ recommendations. To alleviate medical paternalism and physician dominance, patients should be empowered to engage in medical decision-making and share their opinions or concerns with their physicians. Family members should also be included in SDM.
Authenticity of Social Media Influencers: A Literature Review and Bibliometric Analysis
Yann-Jy Yang, Chih-Chien Wang
Proceedings 2024 Joint International Conference on Digital Arts Media and Technology with Ecti Northern Section Conference on Electrical Electronics Computer and Telecommunications Engineering Ecti Damt and Ncon 2024, 2024
Exploring and Clustering the Influence of Social Media Influencers
Chih-Chien Wang, Shu-Chen Chang, Chi Heng Lu
Contemporary Management Research, 2024
Recently Research on Social Media Influencers
Yann-Jy Yang, Chih-Chien Wang
2023 International Conference on Cyber Management and Engineering Cymaen 2023, 2023
Speech-to-speech Low-resource Translation
Hsiao-Chuan Liu, Min-Yuh Day, Chih-Chien Wang
Proceedings 2023 IEEE 24th International Conference on Information Reuse and Integration for Data Science Iri 2023, 2023
Effectiveness of question prompt lists in patients with breast cancer: A randomized controlled trial
Pei-Shan Tsai, Chih-Chien Wang, Yi-Hsuan Lan, Han-Wei Tsai, Chin-Yin Hsiao, et al.
Patient Education and Counseling, 2022
Political Hate Speech Detection and Lexicon Building: A Study in Taiwan
Chih-Chien Wang, Min-Yuh Day, Chun-Lian Wu
IEEE Access, 2022
The brand sustainability obstacle: Viewpoint incompatibility and consumer boycott
Chih-Chien Wang, Shu-Chen Chang, Pei-Ying Chen
Sustainability Switzerland, 2021
Fake news and related concepts: Definitions and recent research development
Chih-Chien Wang
Contemporary Management Research, 2020
Persuasiveness of organic agricultural products: Argument strength, health consciousness, self-reference, health risk, and perceived fear
Feng-sha Chou, Chih-Chien Wang, Ming-Cheng Lai, Chien-Hui Tung, Yann-Jy Yang, et al.
British Food Journal, 2020
Audiences' motives for watching live video streaming
Chih-Chien Wang, Feng-Sha CHOU
Contemporary Management Research, 2020
Social media influencer research: An bibliometric analysis
Shu-Chen Chang, Chih-Chien Wang, Chia-Yu Kuo
International Journal of Electronic Commerce Studies, 2020
Detecting spamming reviews using long short-term memory recurrent neural network framework
Chih-Chien Wang, Min-Yuh Day, Chien-Chang Chen, Jia-Wei Liou
ACM International Conference Proceeding Series, 2018
Temporal and sentimental analysis of a real case of fake reviews in Taiwan
Chih-Chien Wang, Min-Yuh Day, Chien-Chang Chen, Jai-Wei Liou
Proceedings of the 2017 IEEE ACM International Conference on Advances in Social Networks Analysis and Mining Asonam 2017, 2017
Toward understanding the cliques of opinion spammers with social network analysis
Chih-Chien Wang, Min-Yuh Day, Yu-Ruei Lin
Proceedings of the 2016 IEEE ACM International Conference on Advances in Social Networks Analysis and Mining Asonam 2016, 2016
The current development of open election data in Taiwan
Chien-Chang Chen, Wen-Sheng Chen, Yu-Jing Lin, Chih-Chien Wang
ACM International Conference Proceeding Series, 2016
A new 3D augmented reality application for educational games to help children in communication interactively
Chutisant Kerdvibulvech, Chih-Chien Wang
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2016
Always on duty? The positive and negative effects of using mobile social networking tools for work
Pacific Asia Conference on Information Systems Pacis 2016 Proceedings, 2016
A real case analytics on social network of opinion spammers
Chih-Chien Wang, Min-Yuh Day, Yu-Ruei Lin
Proceedings 2016 IEEE 17th International Conference on Information Reuse and Integration Iri 2016, 2016
Perceived usefulness of word-of-mouth: An analysis of sentimentality in product reviews
Chih-Chien Wang, Ming-Zhe Li, Yolande Y. H. Yang
Communications in Computer and Information Science, 2015
Negativity bias effect in helpfulness perception of word-of-mouths: The influence of concreteness and emotion
Chih-Chien Wang, Feng-Sha Chou, Chiao-Chieh Chen, Yann-Jy Yang
Communications in Computer and Information Science, 2015
Influence of perceived risk of smoking and second-hand smoke on self-regulatory behavior among pregnant Taiwanese women
Southeast Asian Journal of Tropical Medicine and Public Health, 2015
An exploratory study using inexpensive electroencephalography (EEG) to understand flow experience in computer-based instruction
Chih-Chien Wang, Ming-Chang Hsu
Information and Management, 2014
Beyond flow experience: Learners' positive and negative emotions related to computer-based instruction
Proceedings Pacific Asia Conference on Information Systems Pacis 2014, 2014
Sharing word-of-mouths or not: The difference between independent and interdependent self-construal
Proceedings Pacific Asia Conference on Information Systems Pacis 2014, 2014
Self-present by avatars in multiplayer online role-playing games: The influence of self-esteem, online disinhibition, and virtual self-discrepancy
Proceedings Pacific Asia Conference on Information Systems Pacis 2014, 2014
Opinion leadership and negative word-of-mouth communication
Chih-Chien Wang, Pei-Hua Wang, Yolande Y. H. Yang
Communications in Computer and Information Science, 2014
Emotional episode, retaliation and altruism: negative online word-of-mouths after service failure
Ntu Management Review, 2013
Tobacco use and environmental smoke exposure among Taiwanese pregnant smokers and recent quitters: Risk perception, attitude, and avoidance behavior
Ming-Cheng Lai, Feng-Sha Chou, Yann-Jy Yang, Chih-Chien Wang, Ming-Chang Lee
International Journal of Environmental Research and Public Health, 2013
Internet as indispensable everywhere: The introduction to the advances in internet technologies and applications special issue
Chien-Chang Chen, Chih-Chien Wang
Journal of Computers Finland, 2013
The persuasive effect of an appeal to fear in anti-tobacco advertisements: The influences of self-regulation and message framing in young adults
Taiwan Journal of Public Health, 2013
Avatars with sex appeal as pedagogical agents: Attractiveness, trustworthiness, expertise, and gender differences
Chih-Chien Wang, Wei-Jyh Yeh
Journal of Educational Computing Research, 2013
Flow experience and challenge-skill balance in e-learning
Proceedings Pacific Asia Conference on Information Systems Pacis 2013, 2013
Comparative loneliness of users versus nonusers of online chatting
Chorng-Shyong Ong, Shu-Chen Chang, Chih-Chien Wang
Cyberpsychology Behavior and Social Networking, 2011
Creativity among R&D professional: Supervisory support and personality traits
Yann‐Jy Yang, Chih‐Chien Wang
Asian Journal of Technology Innovation, 2010
Cyber relationship motives: Scale development and validation
Chih-Chien Wang, Ya-Ting Chang
Social Behavior and Personality, 2010
Violent game acceptance: The influences of aggression tendency, thrill seeking, and perceived risk
Journal of Cyber Therapy and Rehabilitation, 2009
Normative legitimacy in the commercialization of online community website
Proceedings of the International Conference on Electronic Business Iceb, 2009
Heartthrob in cyberspace - The characteristics of the popular online daters
Proceedings of the International Conference on Electronic Business Iceb, 2009
The impact of knowledge and trust on E-consumers' online shopping activities: An empirical study
Chih-Chien Wang, Chun-An Chen, Jui-Chin Jiang
Journal of Computers, 2009
Display online store products by automatic merchandise classification based on product similarity
C.-C. Wang, Y.-C. Lee
Proceedings of the 4th IEEE International Conference on Management of Innovation and Technology Icmit, 2008
Knowledge and trust in e-consumers' online shopping behavior
Jui-Chin Jiang, Chun-An Chen, Chih-Chien Wang
Proceedings of the International Symposium on Electronic Commerce and Security Isecs 2008, 2008
Passion for online shopping: The influence of personality and compulsive buying
Chih-Chien Wang, Hui-Wen Yang
Social Behavior and Personality, 2008
Helping others in online games: Prosocial behavior in cyberspace
Chih-Chien Wang, Chia-Hsin Wang
Cyberpsychology and Behavior, 2008
The influence of passion and compulsive buying on online auction addiction
Chih-Chien Wang, Yu-Tzu Chen
Proceedings of the 3rd IEEE Asia Pacific Services Computing Conference Apscc 2008, 2008
Online word of mouth as a determination in adolescents' purchase decision making: The influence of expertise and involvement
Innovation and Knowledge Management in Business Globalization Theory and Practice Proceedings of the 10th International Business Information Management Association Conference, 2008
Online chat dependency: The influence of social anxiety
C.-C. WANG, S.-C. CHANG
IEICE Transactions on Information and Systems, 2008
Personality and intention to share knowledge: An empirical study of scientists in an R&D laboratory
Chih-Chien Wang, Yann-Jy Yang
Social Behavior and Personality, 2007
Using header session messages to anti-spamming
Chih-Chien Wang, Sheng-Yi Chen
Computers and Security, 2007
Passion and dependency in online shopping activities
Chih-Chien Wang, Hui-Wen Yang
Cyberpsychology and Behavior, 2007
Harmonious passion and obsessive passion in playing online games
Chih-Chien Wang, Yi-Shiu Chu
Social Behavior and Personality, 2007
Knowledge contribution in the online virtual community: Capability and motivation
Chih-Chien Wang, Cheng-Yu Lai
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2006
Using header session messages to filter-out junk e-mails
Proceedings of the International Conference on Electronic Business Iceb, 2005
Physical interpersonal relationships and social anxiety among online game players
Shao-Kang Lo, Chih-Chien Wang, Wenchang Fang
Cyberpsychology and Behavior, 2005
Sender and receiver addresses as cues for anti-spam filtering
Journal of Research and Practice in Information Technology, 2004

RECENT SCHOLAR PUBLICATIONS

Why do graduate students use generative AI in thesis writing? the influence of self-efficacy, time pressure, and trust
CY Lin, CC Wang
Current Psychology, 1-16 , 2025
2025
Citations: 7
USING VIDEO TITLES TO PREDICT YOUTUBE AUDIENCE BEHAVIOR BASED ON MACHINE LEARNING
CC WANG, YIF LIN, YAC HSIEH, Y KAO
Journal of Theoretical and Applied Information Technology 103 (8) , 2025
2025
Citations: 1
Using gamification to enhance learning: A college course case study
CC Wang, SC Chang, YH Yu
Entertainment Computing, 100942 , 2025
2025
Citations: 11
Will Graphic Designers Become Obsolete? Examining Individuals' Intentions to Self-Design Using Generative Artificial Intelligence Tools and the Role of Self-Efficacy
YJ Yang, CC Wang
30th International Conference on IT Applications and Management , 2025
2025
Motives for following social media influencers: Scale development and validation
CC Wang, SC Chang, IH Hsieh
Information Development, 02666669241309014 , 2025
2025
Citations: 7
Adoption of Generative Artificial Intelligence: The Roles of Perceived Usefulness, Self-Efficacy, and Workload
YJ Yang, SH Yang, KH Wu, RX Zhang, CC Wang
2025
Citations: 3
Fake news detection and corpus establishment from comment data for social network posts
YF Wen, WH Chang, CC Wang, KL Yang
Social Network Analysis and Mining 14 (1), 222 , 2024
2024
Citations: 1
網紅代言人影響力: 量表發展與驗證
汪志堅，張淑楨，郭家妤
電子商務學報 , 2024
2024
Exploring and clustering the influence of social media influencers
CC Wang, SC Chang, CH Lu
Contemporary Management Research 20 (1), 25-45 , 2024
2024
Citations: 7
Comparing Human Rating and Large Language Model-Based Sentiments Analysis for Chinese Word-of-Mouth
MC Liu, CC Wang, SC Chang, YJ Yang
International Conference on Artificial Intelligence and Virtual Reality, 587-600 , 2024
2024
Experiences and perspectives related to shared decision-making among outpatients with degenerative joint disease in Taiwan: a qualitative study
YH Chuang, CC Wang, CY Hsiao, CY Lu, JC Wu, WH Hou
BMJ open 14 (2), e075693 , 2024
2024
Citations: 1
Authenticity of Social Media Influencers: A Literature Review and Bibliometric Analysis
YJ Yang, CC Wang
2024 Joint International Conference on Digital Arts, Media and Technology … , 2024
2024
Citations: 8
Speech-to-speech Low-resource Translation
HC Liu, MY Day, CC Wang
2023 IEEE 24th International Conference on Information Reuse and Integration … , 2023
2023
Citations: 3
Recently Research on Social Media Influencers
YJ Yang, CC Wang
2023 International Conference On Cyber Management And Engineering (CyMaEn … , 2023
2023
Citations: 5
Electric Scooter Purchase Intentions: The Influence of Environmental Concern, Price Consciousness, and Social Norms
YJ Yang, CC Wang
Journal of Information Technology Applications and Management 30 (5), 21-40 , 2023
2023
Citations: 1
直播贈禮動機量表發展與驗證
楊運秀，汪志堅，何英嫚
電子商務學報 24 (2), 111-144 , 2022
2022
Effectiveness of question prompt lists in patients with breast cancer: A randomized controlled trial
PS Tsai, CC Wang, YH Lan, HW Tsai, CY Hsiao, JC Wu, SM Sheen-Chen, ...
Patient Education and Counseling 105 (9), 2984-2994 , 2022
2022
Citations: 18
Political Hate Speech Detection and Lexicon Building: A Study in Taiwan
CC Wang, MY Day, CL Wu
IEEE Access 10, 44337-44346 , 2022
2022
Citations: 45
好奇與惱怒: 誘餌式網路文章標題的正負面效應
周峰莎，賴明政，汪志堅，張紘毓，蔡坤宏
管理與系統 29 (1), 1-28 , 2022
2022
Citations: 1
Understanding Users Attitude to Social Endorsement Advertising of Embarrassing Product
CC Wang, Y Yang, M Chiang
International Journal for Applied Information Management 1 (1), 6-22 , 2021
2021
Citations: 6

MOST CITED SCHOLAR PUBLICATIONS

Physical interpersonal relationships and social anxiety among online game players
SK Lo, CC Wang, W Fang
CyberPsychology & Behavior 8 (1), 15-20 , 2005
2005
Citations: 866
Passion for online shopping: The influence of personality and compulsive buying
CC Wang, HW Yang
Social Behavior and Personality: an international journal 36 (5), 693-706 , 2008
2008
Citations: 246
Extending the technology acceptance model to mobile telecommunication innovation: The existence of network externalities
CC Wang, SK Lo, W Fang
Journal of Consumer Behaviour: An International Research Review 7 (2), 101-110 , 2008
2008
Citations: 233
The influence of ethical and self-interest concerns on knowledge sharing intentions among managers: An empirical study
CC Wang
International Journal of Management 21 (3), 370 , 2004
2004
Citations: 208
Harmonious passion and obsessive passion in playing online games
CC Wang, YS Chu
Social Behavior and Personality: an international journal 35 (7), 997-1006 , 2007
2007
Citations: 207
Helping others in online games: Prosocial behavior in cyberspace
CC Wang, CH Wang
CyberPsychology & Behavior 11 (3), 344-346 , 2008
2008
Citations: 182
An exploratory study using inexpensive electroencephalography (EEG) to understand flow experience in computer-based instruction
CC Wang, MC Hsu
Information & Management 51 (7), 912-923 , 2014
2014
Citations: 170
Personality and intention to share knowledge: An empirical study of scientists in an R&D laboratory
CC Wang, YJ Yang
Social Behavior and Personality: an international journal 35 (10), 1427-1436 , 2007
2007
Citations: 167
The impact of knowledge and trust on e-consumers’ online shopping activities: an empirical study
CC Wang, CA Chen, JC Jiang
Journal of computers 4 (1), 11-18 , 2009
2009
Citations: 165
Fake News and Related Concepts: Definitions and Recent Research Development
CC Wang
Contemporary Management Research 16 (3), 145-174 , 2020
2020
Citations: 117
Cyber relationship motives: Scale development and validation
CC Wang, YT Chang
Social Behavior and Personality: an international journal 38 (3), 289-300 , 2010
2010
Citations: 93
Knowledge contribution in the online virtual community: Capability and motivation
CC Wang, CY Lai
International Conference on Knowledge Science, Engineering and Management … , 2006
2006
Citations: 88
Knowledge and trust in E-consumers' online shopping behavior
JC Jiang, CA Chen, CC Wang
Electronic Commerce and Security, 2008 International Symposium on, 652-656 , 2008
2008
Citations: 87
Factors that influence the piracy of DVD/VCD motion pictures
CC Wang
Journal of American Academy of Business 6 (1), 231-237 , 2005
2005
Citations: 77
Electronic commerce research in latest decade: A literature review
CC Wang, CC Chen
International Journal of Electronic Commerce Studies 1 (1), 1-14 , 2010
2010
Citations: 71
Passion and dependency in online shopping activities
CC Wang, HW Yang
CyberPsychology & Behavior 10 (2), 296-298 , 2006
2006
Citations: 59
Using bibliometric analysis to explore research trend of electronic word-of-mouth from 1999 to 2011
Y Yang, CC Wang, MC Lai
International Journal of Innovation, Management and Technology 3 (4), 337-342 , 2012
2012
Citations: 57
Detecting spamming reviews using long short-term memory recurrent neural network framework
CC Wang, MY Day, CC Chen, JW Liou
Proceedings of the 2nd International Conference on E-commerce, E-Business … , 2018
2018
Citations: 54
Comparative loneliness of users versus nonusers of online chatting
CS Ong, SC Chang, CC Wang
Cyberpsychology, Behavior, and Social Networking 14 (1-2), 35-40 , 2011
2011
Citations: 54
Using header session messages to anti-spamming
CC Wang, SY Chen
Computers & Security 26 (5), 381-390 , 2007
2007
Citations: 49

Chih-Chien Wang

RESEARCH, TEACHING, or OTHER INTERESTS

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

MOST CITED SCHOLAR PUBLICATIONS