AII 2021
AI + Informetrics

Table of Contents

• Preface to the 1st Workshop on AI + Informetrics: Multi-disciplinary Interactions on the Era of Big Data 1-5
  Summary: There were 25 papers submitted for peer-review to this workshop. Out of these, 17 papers were accepted for this volume, 12 as regular papers and 5 as short papers.

Session 1: AI + Informetrics for Scholarly Recommendation

• Research on Heterogeneous Enhanced Network Embedding for Cooperation Prediction 6-24
  Xin Zhang , Yi Wen , Haiyun Xu
• Embedding-based Neural Network Models for Book Recommendation in University Libraries 25-32
  Jaeyoung Choi , Chaeeun Han , Heeyoon Yang , Yeonkyoung Hong , Seoyoung Jeon , Yongjun Zhu
• Collaboration and Knowledge Networks: a Framework on Analyzing Evolution of University-industry Collaborative Innovation 33-46
  Hongshu Chen , Xinna Song
• Recommendation of Academic Collaborators: A Methodology Incorporating Word Embedding and Network Embedding (short paper) 47-57
  Xiaowen Xi , Ying Guo , Weiyu Duan

Session 2: AI + Informetrics for Knowledge Extraction

• Extraction of Sentences Describing Originality from Conclusion in Academic Papers 58-70
  Bolin Hua , Youngkug Shin
• Building the Extraction Model of the Software Entities from Full-Text of Research Articles Based on BERT 71-90
  Chuan Jiang , Dongbo Wang , Si Shen , Wenhao Ye , Jiangfeng Liu
• Automatic Identification and Classification of Integrated Knowledge Content in an Interdisciplinary Field: A Case Study on eHealth (short paper) 91-100
  Shiyun Wang , Jin Mao , Hao Xie
• Automatic Related Work Section Generation by Sentence Extraction and Reordering (short paper) 101-110
  Zekun Deng , Zixin Zeng , Weiye Gu , Jiawen Ji , Bolin Hua

Session 3: AI + Informetrics for Information Studies

• Text Mining on Job Advertisement Data: Systematic Process for Detecting Artificial Intelligence Related Jobs 111-124
  Asta Back , Arash Hajikhani , Arho Suominen
• Attention: to Better Stand on the Shoulders of Giants 125-139
  Sha Yuan , Zhou Shao , Yu Zhang , Tong Xiao , Yifan Wang
• Measuring Interdisciplinary Interactions Using Citation Analysis and Semantic Analysis 140-152
  Lu Huang , Xingxing Ni , Xiang Chen , Yi Zhang
• Study Concept Drift in 150-year English Literature (short paper) 153-163
  Ruiyuan Li , Pin Tian , Shenghui Wang

Session 4: AI + Informetrics for Science, Technology & Innovation

• Important Citations Identification with Semi-supervised Classification Model 164-170
  Xin An , Xin Sun , Shuo Xu
• Emerging Technology Opportunity Identification Based on Community Detection and Burst Detection: A Case study of Intelligent Robots 171-182
  Jingwen Luo , Fang Zou , Yu Zhang , Ying Huang
• The Interrelation of Sustainable Development Goals in Publications and Patents: A Machine Learning Approach 183-193
  Arash Hajikhani , Arho Suominen
• Research Performance Prediction for Scientists Using LSTM Neural Networks (short paper) 194-201
  Junwan Liu , Rui Wang
• ITGInsight - Discovering and Visualizing Science, Technology and Innovation Information for Generating Competitive Technological Intelligence 202-219
  Xuefeng Wang , Shuo Zhang , Yuqin Liu