CEUR-WS.org/Vol-3989 - 14th International Workshop on Bibliometric-enhanced Information Retrieval, and 1st Workshop on Information Retrieval for Understudied Users (BIR/IR4U2)

Preface 1-3
Summary: There were 8 papers submitted for peer-review to this workshop. Out of these, 6 papers were accepted for this volume. In addtion to this, a keynote about AI Impact for Information Discovery in Scholarly Publishing was given by Dr. Hong Zhou.
Which topics are visualized by science maps? A topic-driven clustering effectiveness analysis 4-14
Juan Pablo Bascur, Suzan Verberne, Nees Jan van Eck, Ludo Waltman
Evaluating Stability of Information Needs 15-29
Christin Katharina Kreutz, Philipp Schaer, Ralf Schenkel
Enhancing Research Information Systems with Identification of Domain Experts 30-37
Gautam Kishore Shahi, Oliver Hummel
Breaking Boundaries in Citation Parsing: A Comparative Study of Generative LLMs and Traditional Out-of-the-box Citation Parsers 38-52
Iana Atanassova, Marc Bertin
Miscitations in Scientific Papers: Dataset and Detection 53-65
Qinyue Liu, Amira Barhoumi, Cyril Labbé
AI Insights: A Case Study on Utilizing ChatGPT Intelligence for Research Paper Analysis 66-77
Anjalee De Silva, Janaka L. Wijekoon, Rashini Liyanarachchi, Rrubaa Panchendrarajan, Weranga Rajapaksha

Preface 78-79
Summary: For the first iteration of IR4U2, we received 2 submissions, which were peer-reviewed and accepted. The rest of the program was comprised for an opening keynote by Dr Michael Ekstrand, and breakout discussions, and overall reflections involving workshops attendees.
Vulnerable by Design: Reconsidering User Vulnerability and Recommender Systems 80-85
Megan Nyhan, Josephine Griffith, Qin Ruan, Tai Tan Mai, Ruihai Dong, Susan Leavy
Inclusive Design Insights from a Preliminary Image-Based Conversational Search Systems Evaluation 86-94
Yue Zheng, Lei Yu, Junmian Chen, Tianyu Xia, Yuanyuan Yin, Shan Wang, Haiming Liu

BIR/IR4U2 2024
BIR and IR4U2 Workshops at ECIR 2024