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Understanding Researchers’ Data-Centric Tasks: A Classification of Goals, Gaps, and Resources
Guangyuan Sun
Nanyang Technological University
Chunfeng Liu
Wuhan University
Siyuan Peng
Wuhan University
Qiao Li
Nankai University

Data-Centric Work Goals; Goal Classification Framework; Identified Gaps; Required Resources; Goal-Gap-Resource Alignment
2024
Understanding Users’ Decision-Making on Privacy Disclosure from a Configurational Perspective Perceived Values, Privacy Concerns, Cognitive Style, and Trust
Xiaoyu Chen
Shanghai University
Ruoxi Yang
Shanghai University

Cognitive style; Configurational perspective; Privacy disclosure; Social media; Trust
2024
Understanding entangled human-technology-world relations: use of intelligent voice assistants by older adults
Alisha Pradhan
New Jersey Insitute of Technology
Shaan Chopra
University of Washington
Pooja Upadhyay
University of Maryland
Robin Brewer
Amanda Lazar
University of Michigan
University of Maryland

Intelligent voice assistants; older adults; aging; AI assistants
2025
Understanding user behaviors and satisfaction in LLM-assisted tasks: prompting strategies and user knowledge states among college students
Tzu-Yun Chien
National Taiwan University
Po-Yu Chen
National Taiwan University
Muh-Chyun Tang
National Taiwan University

Generative AI; User experience; Topic modelling; Sentiment analysis; Five elements of user experience
2026
University libraries in transition: Understanding challenges and dilemmas of service transformation in the AI era
Hanyu Miao
Wuhan University
Zengmin Wang
Wuhan University
Lihong Zhou
Wuhan University

University library; Library services; Library transformation; Artificial intelligence; Actor network theory
2026
Unpacking Research Contributions: Investigation from Contextual and Processual Perspectives
Zhe Cao
Wuhan University
Yuanyuan Shang
Chinese Academy of Social Sciences Evaluation Studies
Lin Zhang
Wuhan University; University of Leuven
Ying Huang
Wuhan University &
University of Leuven

Research Contribution; Knowledge Contribution Type; Research Orientation; Scientometrics; BERTopic
2024
Unraveling technology diffusion through dynamic network and multi-dimensional mechanism analysis: evidence from natural language processing
Junhao Yang
Business School, Shandong University of Technology
Haiyun Xu
Business School, Shandong University of Technology
Robin Haunschild
Max Planck Institute for Solid State Research
Shuying Li
Chunjiang Liu
Xueli Yu
National science library, Chinese Academy of science
National science library, Chinese Academy of science
Business School, Shandong University of Technology

Dynamic network; Technology diffusion; Topic network; Temporal exponential random graph model; Influencing factors
2026