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Web Information Systems Engineering – WISE 2023

24th International Conference, Melbourne, VIC, Australia, October 25–27, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Feng Zhang

    1. Renmin University of China, Beijing, China

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  2. Hua Wang

    1. Victoria University, Footscray, Australia

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  3. Mahmoud Barhamgi

    1. Qatar University, Doha, Qatar

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  4. Lu Chen

    1. Swinburne University of Technology, Hawthorn, Australia

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  5. Rui Zhou

    1. Swinburne University of Technology, Hawthorn, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14306)

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Conference proceedings info: WISE 2023.

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About this book

This book constitutes the proceedings of the 24th International Conference on Web Information Systems Engineering, WISE 2023, held in Melbourne, Victoria, Australia, in October 2023.


The 33 full and 40 short papers were carefully reviewed and selected from 137 submissions. They were organized in topical sections as follows: text and sentiment analysis; question answering and information retrieval; social media and news analysis; security and privacy; web technologies; graph embeddings and link predictions; predictive analysis and machine learning; recommendation systems; natural language processing (NLP) and databases; data analysis and optimization; anomaly and threat detection; streaming data; miscellaneous; explainability and scalability in AI.

Keywords

Table of contents (72 papers)

  1. Front Matter

    Pages i-xx
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  2. Text and Sentiment Analysis

    1. Front Matter

      Pages 1-1
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    2. Ensemble Learning Model for Medical Text Classification

      • Ghada Ben Abdennour, Karim Gasmi, Ridha Ejbali
      Pages 3-12

    3. Fuzzy Based Text Quality Assessment for Sentiment Analysis

      • Manel BenSassi, Maher Abbes, Faten Atigui
      Pages 13-23

    4. Prompt-Learning for Semi-supervised Text Classification

      • Chengzhe Yuan, Zekai Zhou, Feiyi Tang, Ronghua Lin, Chengjie Mao, Luyao Teng
      Pages 24-34

    5. Label-Dependent Hypergraph Neural Network for Enhanced Multi-label Text Classification

      • Xuqiang Xue, Xiaoming Wu, Shengnan Li, Xiangzhi Liu, Man Li
      Pages 35-49

    6. Fast Text Comparison Based on ElasticSearch and Dynamic Programming

      • Pengcheng Xiao, Peng Lu, Chunqi Luo, Zhousen Zhu, Xuehua Liao
      Pages 50-64

  3. Question Answering and Information Retrieval

    1. Front Matter

      Pages 65-65
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    2. User Context-Aware Attention Networks for Answer Selection

      • Yuyang He, Juntao Zhang, Xiandi Yang, Zhiyong Peng
      Pages 67-81

    3. Towards Robust Token Embeddings for Extractive Question Answering

      • Xun Yao, Junlong Ma, Xinrong Hu, Jie Yang, Yi Guo, Junping Liu
      Pages 82-96

    4. Math Information Retrieval with Contrastive Learning of Formula Embeddings

      • Jingyi Wang, Xuedong Tian
      Pages 97-107

  4. Social Media and News Analysis

    1. Front Matter

      Pages 109-109
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    2. Influence Embedding from Incomplete Observations in Sina Weibo

      • Wei Huang, Guohao Sun, Mei Wang, Weiliang Zhao, Jian Yang
      Pages 111-121

    3. Dissemination of Fact-Checked News Does Not Combat False News: Empirical Analysis

      • Ziyuan Jing, Basem Suleiman, Waheeb Yaqub, Manoranjan Mohanty
      Pages 122-133

    4. Highly Applicable Linear Event Detection Algorithm on Social Media with Graph Stream

      • Lihua Liu, Mao Wang, Haiwei Jiang, Ziming Li, Peifan Shi, Youhuan Li
      Pages 134-143

    5. Leveraging Social Networks for Mergers and Acquisitions Forecasting

      • Alessandro Visintin, Mauro Conti
      Pages 144-159

    6. Enhancing Trust Prediction in Attributed Social Networks with Self-Supervised Learning

      • Hongjiao Liu, Shan Xue, Jian Yang, Jia Wu
      Pages 160-175

  5. Security and Privacy

    1. Front Matter

      Pages 177-177
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    2. Bilateral Insider Threat Detection: Harnessing Standalone and Sequential Activities with Recurrent Neural Networks

      • Phavithra Manoharan, Wei Hong, Jiao Yin, Yanchun Zhang, Wenjie Ye, Jiangang Ma
      Pages 179-188

    3. ATDG: An Automatic Cyber Threat Intelligence Extraction Model of DPCNN and BIGRU Combined with Attention Mechanism

      • Bo Cui, Jinling Li, Wenhan Hou
      Pages 189-204
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Other volumes

  1. Web Information Systems Engineering – WISE 2023

Editors and Affiliations

  • Renmin University of China, Beijing, China

    Feng Zhang

  • Victoria University, Footscray, Australia

    Hua Wang

  • Qatar University, Doha, Qatar

    Mahmoud Barhamgi

  • Swinburne University of Technology, Hawthorn, Australia

    Lu Chen, Rui Zhou

Bibliographic Information

  • Book Title: Web Information Systems Engineering – WISE 2023

  • Book Subtitle: 24th International Conference, Melbourne, VIC, Australia, October 25–27, 2023, Proceedings

  • Editors: Feng Zhang, Hua Wang, Mahmoud Barhamgi, Lu Chen, Rui Zhou

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-981-99-7254-8

  • Publisher: Springer Singapore

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023

  • Softcover ISBN: 978-981-99-7253-1Published: 22 October 2023

  • eBook ISBN: 978-981-99-7254-8Published: 21 October 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XX, 956

  • Number of Illustrations: 61 b/w illustrations, 237 illustrations in colour

  • Topics: Computer Applications

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