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Database Systems for Advanced Applications

27th International Conference, DASFAA 2022, Virtual Event, April 11–14, 2022, Proceedings, Part III

  • Conference proceedings
  • © 2022

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Editors:
  1. Arnab Bhattacharya

    1. Indian Institute of Technology Kanpur, Kanpur, India

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  2. Janice Lee Mong Li

    1. National University of Singapore, Singapore, Singapore

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  3. Divyakant Agrawal

    1. University of California, Santa Barbara, Santa Barbara, USA

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  4. P. Krishna Reddy

    1. IIIT Hyderabad, Hyderabad, India

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  5. Mukesh Mohania

    1. Indraprastha Institute of Information Technology Delhi, New Delhi, India

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  6. Anirban Mondal

    1. Ashoka University, Sonepat, India

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  7. Vikram Goyal

    1. Indraprastha Institute of Information Technology Delhi, New Delhi, India

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  8. Rage Uday Kiran

    1. University of Aizu, Aizu, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13247)

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Conference proceedings info: DASFAA 2022.

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About this book

The three-volume set LNCS 13245, 13246 and 13247 constitutes the proceedings of the 26th International Conference on Database Systems for Advanced Applications, DASFAA 2022, held online, in April 2021.

The total of 72 full papers, along with 76 short papers, are presented in this three-volume set was carefully reviewed and selected from 543 submissions. Additionally, 13 industrial papers, 9 demo papers and 2 PhD consortium papers are included.

 

The conference was planned to take place in Hyderabad, India, but it was held virtually due to the COVID-19 pandemic.


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Table of contents (52 papers)

  1. Front Matter

    Pages i-xxvi
    Download chapter PDF

  2. Text and Image Processing

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Emotion-Aware Multimodal Pre-training for Image-Grounded Emotional Response Generation

      • Zhiliang Tian, Zhihua Wen, Zhenghao Wu, Yiping Song, Jintao Tang, Dongsheng Li et al.
      Pages 3-19

    3. Information Networks Based Multi-semantic Data Embedding for Entity Resolution

      • Chenchen Sun, Derong Shen, Tiezheng Nie
      Pages 20-35

    4. Semantic-Based Data Augmentation for Math Word Problems

      • Ailisi Li, Yanghua Xiao, Jiaqing Liang, Yunwen Chen
      Pages 36-51

    5. Empowering Transformer with Hybrid Matching Knowledge for Entity Matching

      • Wenzhou Dou, Derong Shen, Tiezheng Nie, Yue Kou, Chenchen Sun, Hang Cui et al.
      Pages 52-67

    6. Tracking the Evolution: Discovering and Visualizing the Evolution of Literature

      • Siyuan Wu, Leong Hou U
      Pages 68-84

    7. Incorporating Commonsense Knowledge into Story Ending Generation via Heterogeneous Graph Networks

      • Jiaan Wang, Beiqi Zou, Zhixu Li, Jianfeng Qu, Pengpeng Zhao, An Liu et al.
      Pages 85-100

    8. Open-Domain Dialogue Generation Grounded with Dynamic Multi-form Knowledge Fusion

      • Feifei Xu, Shanlin Zhou, Yunpu Ma, Xinpeng Wang, Wenkai Zhang, Zhisong Li
      Pages 101-116

    9. KdTNet: Medical Image Report Generation via Knowledge-Driven Transformer

      • Yiming Cao, Lizhen Cui, Fuqiang Yu, Lei Zhang, Zhen Li, Ning Liu et al.
      Pages 117-132

    10. Fake Restaurant Review Detection Using Deep Neural Networks with Hybrid Feature Fusion Method

      • Yifei Jian, Xingshu Chen, Haizhou Wang
      Pages 133-148

    11. Aligning Internal Regularity and External Influence of Multi-granularity for Temporal Knowledge Graph Embedding

      • Tingyi Zhang, Zhixu Li, Jiaan Wang, Jianfeng Qu, Lin Yuan, An Liu et al.
      Pages 149-164

    12. AdCSE: An Adversarial Method for Contrastive Learning of Sentence Embeddings

      • Renhao Li, Lei Duan, Guicai Xie, Shan Xiao, Weipeng Jiang
      Pages 165-180

    13. HRG: A Hybrid Retrieval and Generation Model in Multi-turn Dialogue

      • Deji Zhao, Xinyi Liu, Bo Ning, Chengfei Liu
      Pages 181-196

    14. FalCon: A Faithful Contrastive Framework for Response Generation in TableQA Systems

      • Shineng Fang, Jiangjie Chen, Xinyao Shen, Yunwen Chen, Yanghua Xiao
      Pages 197-212

    15. Tipster: A Topic-Guided Language Model for Topic-Aware Text Segmentation

      • Zheng Gong, Shiwei Tong, Han Wu, Qi Liu, Hanqing Tao, Wei Huang et al.
      Pages 213-221

    16. SimEmotion: A Simple Knowledgeable Prompt Tuning Method for Image Emotion Classification

      • Sinuo Deng, Ge Shi, Lifang Wu, Lehao Xing, Wenjin Hu, Heng Zhang et al.
      Pages 222-229

    17. Predicting Rumor Veracity on Social Media with Graph Structured Multi-task Learning

      • Yudong Liu, Xiaoyu Yang, Xi Zhang, Zhihao Tang, Zongyi Chen, Zheng Liwen
      Pages 230-237

    18. Knowing What I Don’t Know: A Generation Assisted Rejection Framework in Knowledge Base Question Answering

      • Junyang Huang, Xuantao Lu, Jiaqing Liang, Qiaoben Bao, Chen Huang, Yanghua Xiao et al.
      Pages 238-246

    19. Medical Image Fusion Based on Pixel-Level Nonlocal Self-similarity Prior and Optimization

      • Rui Zhu, Xiongfei Li, Yu Wang, Xiaoli Zhang
      Pages 247-254
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Other volumes

  1. Database Systems for Advanced Applications

  2. Database Systems for Advanced Applications

  3. Database Systems for Advanced Applications

  4. Database Systems for Advanced Applications. DASFAA 2022 International Workshops

Editors and Affiliations

  • Indian Institute of Technology Kanpur, Kanpur, India

    Arnab Bhattacharya

  • National University of Singapore, Singapore, Singapore

    Janice Lee Mong Li

  • University of California, Santa Barbara, Santa Barbara, USA

    Divyakant Agrawal

  • IIIT Hyderabad, Hyderabad, India

    P. Krishna Reddy

  • Indraprastha Institute of Information Technology Delhi, New Delhi, India

    Mukesh Mohania, Vikram Goyal

  • Ashoka University, Sonepat, India

    Anirban Mondal

  • University of Aizu, Aizu, Japan

    Rage Uday Kiran

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