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 Generating a Hematopoietic Stem Cell Knowledge Graph for Scientific Knowledge Discovery (abstract) (PP PRESENTATION) |
| 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) (PP PRESENTATION) |
| 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) (PP PRESENTATION) |
| 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) |
| 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