IMSC2024 Workshop
Innovation Measurement for Scientific Communication (IMSC) in the Era of Big Data
Hong Kong, China
Dec 20th, 2024, 9:30 am – 1:00 pm
This half-day workshop consists of keynote, oral presentations, and poster session. The keynote will deliver topics, covering broad interests in the methodological development and practical applications of IMSC. This workshop will release Open Calls to attract worldwide submissions on related topics and a review panel will be formed to select high-quality papers for oral presentations. This workshop will feature a poster session to identify research frontiers and emerging topics in this venue and create an interactive forum to engage panel members with audiences.
The workshop will be held from 9:30 am – 1:00 pm on Dec 20th, 2024 (Hong Kong Time), and specific activities include a keynote and two paper sessions.
20 mins for long papers, 15 mins for short papers, and 6 mins for posters including Q&A.
For attending the workshop online, please use the following information:
Zoom Link: Join Zoom Meeting
Zoom Meeting ID: 843 9184 0348
Passcode: 525466
Workshop Program
| 9:30am - 9:35am |
Opening Remarks |
| Zhongyi Wang, Haihua Chen, Chengzhi Zhang, Yi Bu, Wei Lu, and Jian Wu |
| 9:35am - 10:25am |
Keynote: Team: Power, Leadership, and Diversity |
| Ying Ding |
|
Moderator: Chengzhi Zhang |
| 10:25am - 11:36am |
Paper Session 1: Definitions for innovation and methods for its measurement |
| Moderator: Chengzhi Zhang |
| 10:25am |
What is academic innovation: a concept analysis |
| Shouyu Li, Danlei Chen and Bolin Hua |
| 10:40am |
Identifying Emerging Topics in Specific Domains via Novelty Analysis of Entities in Future Work Sentences from Academic Articles |
| Yang Yang, Yi Xiang and Chengzhi Zhang |
| 11:00am |
Entity-Citation-Driven Academic Impact Measurement in Scientific Papers |
| Xinyan Gao, Chong Chen, Wenxi Li and YongXin He |
| 11:15am |
A Comparative Study of ORKG and LLM identified Research Contributions |
| Harish Varma Siravuri, Miftahul Jannat Mokarrama, Ibrahim Al Azher and Hamed Alhoori |
| 11:30am |
Research on Paper Semantic Novelty Measurement Based on Large Language Model |
| Xinpeng Qiu and Jing Li |
| 11:36am - 11:45am |
Coffee Break |
| 11:45am - 12:53pm |
Paper Session 2: Applications of innovation measurement |
| Moderator: Haihua Chen |
| 11:45am |
Novelty Assessment of Chinese Academic Articles in Information Resources Management: A Comparison of Knowledge Entity and Reference-Based Methods |
| Yanqi Ren, Cheng Yang, Yi Zhao, Heng Zhang and Chengzhi Zhang |
| 12:05pm |
Freshness and Informativity Weighted Cognitive Extent and Its Correlation with Cumulative Citation Count (Online) |
| Zihe Wang and Jian Wu |
| 12:20pm |
Relationship Between Paper Authorship Roles and Novelty from a Gender Perspective: Evidence from 81,137 PLOS ONE Articles |
| Jiaqi Zeng, Yi Zhao and Chengzhi Zhang |
| 12:35pm |
Revealing the Research Deviation of AI Research Between China and the U.S. |
| Han Sun and Guo Chen |
| 12:41pm |
Technology Topic Evolution from the Perspective of Patent Validity |
| Jinzhu Zhang and Runze Chen |
| 12:47pm |
Can the strength of co-citation linkages be evaluated using context-aware citation network embeddings? |
| Masaki Eto |
| 12:53pm - 1pm |
Closing Remarks |
| Zhongyi Wang, Haihua Chen, Chengzhi Zhang, Yi Bu, Wei Lu, and Jian Wu |
We acknowledge Haoxuan Zhang (Ph.D. student at University of North Texas) and Yunhan Yang (Ph.D. student at University of Hong Kong) for their great support!