Monday, September 16th
Keynote: Soeren Auer “Leveraging NeuroSymbolic AI for Tech-Mining in the Open Research Knowledge Graph”
Session 2A: Innovative Approaches in Machine Learning
Chair: Denilton Darold
| 15:15 | Junyi Chen, Mengjia Wu and Yi Zhang Explainable Prediction of Knowledge Recombination: A Synergised Method with Large Language Models and Graph Learning (abstract) |
| 15:40 | Xin Li, Wenya Ma, Ning Gao and Qianqian Xie Early identification of potential disruptive technologies using outlier detection method and deep learning from patent data (abstract) |
| 16:05 | Anne Kreuter, Elena Senger and Yuri CampbellA Data Pipeline for Identifying and Classifying Fiber Composite Companies via Web Scraping and Machine Learning (abstract) (PP Presentation) |
Session 2B: Advanced Analytical Techniques in Emerging Topics and Industry Sustainability
Chair: Martin G. Moehrle
| 15:15 | Ziqiang Liu, Haiyun Xu, Lixin Yue, Zenghui Yue and Zhengyin Hu Research on the Measurement Method of Hysteresis Effect in the Associated Evolution of Fund and its Funded Paper Topics (abstract) |
| 15:40 | Haiyun Xu, Junhao Yang, Chunjiang Liu, Xin Zhang and Shuying Li Early Detection Method for Weak Signal in the Evolution Process of Emerging Topic Networks (abstract) |
| 16:05 | Shihhsin Chen, Yen-Hao Chao, Hung-Chi Chang and Wenhsin Chi A Study on Sustainability of Emerging Industries: A Comparative Text-Mining and Thematic Analysis (abstract) |
Tuesday, September 17th
Session 3A: Power Talks This session is a speed round of 5-8 minute Power Talks, showcasing research-in-progress
Chair: Denise Chiavetta
| 08:45 | Cristian Mejia Societal Impact of Emerging Technologies: A Novel Approach Combining Patent Data and Global News Media Analysis (abstract) |
| 08:53 | Yanpeng Wang and Xuezhao Wang Identifying S&T Priorities Using Domain Knowledge and Pre-trained Model (abstract) |
| 09:01 | John Culbert, Nina Smirnova and Philipp Mayr Automating Reproducible Bibliometrics with OpenAlex (abstract) (PP PRESENTATION) |
| 09:09 | Chao Tang, Haiyun Xu, Yan Qi, Liang Chen and Xin Zhang Identification of Key Core Technologies Based on Patent Data Analysis: A Case Study of Small Molecule Drugs in the Field of Lung Cancer (abstract) |
| 09:17 | Wenjun Sun, Chongjun Xi, Yajuan Zhao, Lucheng Lyu and Ying Su Patent Technology Gap Technology Opportunity Forecasting Study (abstract) |
| 09:25 | Ping Zhao, Xuezhao Wang and Fang Chen Research on the Layout of the Industry Chain for Typical EDA Chips Software (abstract) |
| 09:33 | Julian Jang-Jaccard, Alain Mermoud and Thomas Berkane GitHub as a Tech Monitoring Tool: Case with Quantum Technologies (abstract) |
Session 3B: Power Talks This session is a speed round of 5-8 minute Power Talks, showcasing research-in-progress
Chair: Alan Porter
| 08:45 | Man Jiang, Siluo Yang and Jiaze Wei Identifying Key-Core Technologies in Biosensor Development Based on Semantic Associations of Technology Structure-Function (abstract) |
| 08:53 | Vinicius Muraro and Alysson Mazoni Digital Tools in the Circular Economy: A Scientometric Analysis Using AI and Direct Citation Clustering (abstract) |
| 09:01 | Zhinan Wang, Bo Yang, Jian Liu and Heng Chen The Emerging Family Model Based on Knowledge Gene Theory: A New Tool for Discovering Technology Opportunities (abstract) |
| 09:09 | Vinicius Muraro and Vitor Miranda de Souza Knowledge Transfer from Interdisciplinary Research on Circular Economy to Academic Disciplines – a bibliometrics study (abstract) |
| 09:17 | Chongjun Xi, Yajuan Zhao, Lucheng Lyu and Zhanyi Zhao Research on Patent Portfolio Identification Based on Matrix Similarity (abstract) |
| 09:25 | Mehdi Zamani, Tetyana Melnychuk, Anton Eisenhauer, Ralph Gäbler and Carsten Schultz Investigating Past, Present, and Future Trends on the Interface Between Marine and Medical Research & Development: A Quantitative Strategic Foresight Analysis (abstract) (PP Presentation) |
Session 4A: AI Readiness, Scientific Contributions, and Frugal Innovations
Chair: Yi Zhang
| 10:00 | Nigel Walton and Sercan Ozcan An assessment of AI readiness for the adoption of AI technologies in organisations (abstract) (PP PRESENTATION) |
| 10:25 | Liyue Chen, Jielan Ding, Donghuan Song and Zihao Qu Exploring Scientific Contributions through Citation Context and Division of Labor (abstract) |
| 10:50 | Laura M. Berensmeier, Andre Herzberg and Martin G. Moehrle Assessing Frugal Inventions by means of Generative Artificial Intelligence (abstract) |
Session 4B: Leveraging Large Language Models (LLMs)
Chair: Jue Wang
| 10:00 | Alexander Sternfeld, Andrei Kucharavy, Dimitri Percia David, Julian Jang-Jaccard and Alain Mermoud Extracting Semantic Entity Triplets by Leveraging LLMs (abstract) |
| 10:25 | Niloufar Farrokhzad, Mehmet Abdulhayoglu and Bart Thijs Exploring Citation Impact in Circular Economy Research: An Analysis of Expected Citations Based on LLM-Generated Lexical Similarities Between Papers (abstract) |
| 10:50 | Chunjiang Liu, Yikun Han, Hongshen Pang, Haiyun Xu and Ziqiang Liu Study on patent function words auto extraction based on a small LLM (abstract) |
Session 5A: Innovative Text Mining and Technological Insights
Chair: Peter Neuhäusler
| 11:45 | Jan-Tilman Seipp, David Reuschenberg, Eren Özveren, Matthias Meyer, Felix Köhler, Leonhard Hennig, David Harbecke and Phuc Tran Troung Deep Learning-based Text Mining for Technology Monitoring in the Automotive Domain (abstract) |
| 12:10 | Dongmei Ye, Chongjun Xi, Jia Yuan and Ying Huang Conceptualizing and Identifying Technological Leapfrogging: Insights from Punctuated Equilibria Theory (abstract) |
| 12:35 | Alysson Mazoni, Paula Oddone de Souza, Carolina Zabini and João Maricato Computational clues for finding information in text: application for UNESCO Geoparks’ documents (abstract) |
Session 5B: Advancing Knowledge Discovery and Analytics
Chair: Li Tang
| 11:45 | Zhengyin Hu, Chen Wenjie, Hongshen Pang and Xiaomei Wang A knowledge graph of hematopoietic stem cell oriented to scientific knowledge discovery (abstract) |
| 12:10 | Fabian Siekmann Enhancing Trust in Online Product Review Analytics: Designing Reviewer Behavioral Visibility for New Product Development (abstract) (PP Presentation) |
| 12:35 | Robbie Gallucci and Gareth Jones Trade Marks Text Mining (abstract) (PP presentation) |
Session 6A: Advancing Knowledge Discovery and Analytics
Chair: Rainer Frietsch
| 14:00 | Duenkai Chen News Sentiment Analysis Leveraging Large Language Model for International Relation Studies (abstract) |
| 14:25 | Rainer Frietsch, Torben Schubert, Peipei Yang, Denilton Darold and Sonia Gruber Innovation research analysis: A topic modeling of publications across countries (abstract) |
| 14:50 | Jue Wang, Rainer Frietsch, Peter Neuhäusler and Rosalie Hooi International collaboration and high citation: Global impact or home country effect? (abstract) |
Session 6B: Analyzing Technological Structures and Ecosystems
Chair: Arash Hajikhani
| 14:00 | Jing Ma A Motif Based Method for Technology Structural Similarity Analysis (abstract) |
| 14:25 | Yi-Ling Lo, Shihhsin Chen and Hung-Chi Chang The Evolution of the Innovation Ecosystem in the Semiconductor Industry (abstract)PRESENTER: Hung-Chi Chang |
| 14:50 | Vincent Holst, Andres Algaba, Floriano Tori, Sylvia Wenmackers and Vincent Ginis The Illusion of Decline: Unpacking Intrinsic Network Effects in Scientific Disruption (abstract) |
Session 7: AI: Technical Implications and Ethical Issues for Bibliometrics
Joint Panel Discussion debriefing findings from the week’s concurrent events: GTM2024 and Workshop on Bibliometric Measures of Epistemic Change
Moderators: Jochen Gläser and Alan Porter
Panelists: Wolfgang Glänzel, Tommaso Ciarli, Cassidy Sugimoto, and Yi Zhang