Computer and Information Science 2021—Summer

1. Front Matter

   Pages i-xiv

   PDF

2. The Effect of Online Investor Sentiment on Stock Movements: An LSTM Approach

   • Han Wang, Liang Xue, Wencai Du, Fengling Wang, Pengsheng Li, Lijin Chen et al.

   Pages 1-14

3. A Framework and Decision Algorithm to Determine the Best Feature Extraction Technique for Supporting Machine Learning-Based Hate Speech Detection

   • Chun-Kit Ngan, Kashyap Bhuva

   Pages 15-28

4. Sentiment Analysis of Stock Market Investors and Its Correlation with Stock Price Using Maximum Entropy

   • Liang Xue, Han Wang, Fengling Wang, Huawei Ma

   Pages 29-44

5. Intrusion Detection for Modern DDos Attacks Classification Based on Convolutional Neural Networks

   • Wenwen Chen, Haiyan Zhang, Xiaoshu Zhou, Yangjie Weng

   Pages 45-60

6. KnowGraph-PM: A Knowledge Graph Based Pricing Model for Semiconductor Supply Chains

   • Nour Ramzy, Sören Auer, Javad Chamanara, Hans Ehm

   Pages 61-75

7. A Study on the Recognition of Hangeul Through Transitional Learning in Handwritten Application

   • Jae Hyuk Heo, Sang Wook Lee, Hee Won Lee, Gwang Yong Gim

   Pages 77-89

8. Study on Partial Image Detection for Drawing—Focus on Unstructured Images Included in the Main Image

   • Ji Won Lee, Jae Ho Lee, Doh Yeon Kim, Gwang Yong Gim

   Pages 91-109

9. Factors Affecting the Intention to Use Artificial Intelligence-Based Recruitment System: A Structural Equation Modeling (SEM) Approach

   • Jung Hee Lee, Ju Hyung Kim, Yong Hwan Kim, Yong Min Song, Gwang Yong Gim

   Pages 111-124

10. A Comparative Study of Vectorization Approaches for Detecting Inconsistent Method Names

    • Tomoya Minehisa, Hirohisa Aman, Tomoyuki Yokogawa, Minoru Kawahara

    Pages 125-144

11. Heart Sound Segmentation Based on a Joint HSMM Method

    • Yao Zhang, Zeyu Ma, Xin Zhou, Xianhong Li, Ying Liu, Mingang Chen et al.

    Pages 145-156

12. A Novel Authentication System for Artwork Based on Blockchain

    • Seung Wook Jung

    Pages 157-168

13. Image Steganography Using GANs

    • Ketan Ramaneti, Pranavi Kakani, Chaitanya Krishna, Sujatha Rajkumar

    Pages 169-182

14. Coverage-Guided Fairness Testing

    • Daniel Perez Morales, Takashi Kitamura, Shingo Takada

    Pages 183-199

15. Correction to: Sentiment Analysis of Stock Market Investors and Its Correlation with Stock Price Using Maximum Entropy

    • Liang Xue, Han Wang, Fengling Wang, Huawei Ma

    Pages C1-C1

16. Back Matter

    Pages 201-202

    PDF

This edited book presents scientific results of the 20th IEEE/ACIS International Summer Semi-Virtual Conference on Computer and Information Science (ICIS 2021) held on June 23–25, 2021 in Shanghai, China. The aim of this conference was to bring together researchers and scientists, businessmen and entrepreneurs, teachers, engineers, computer users, and students to discuss the numerous fields of computer science and to share their experiences and exchange new ideas and information in a meaningful way. Research results about all aspects (theory, applications and tools) of computer and information science, and to discuss the practical challenges encountered along the way and the solutions adopted to solve them.
 
The conference organizers selected the best papers from those papers accepted for presentation at the conference. The papers were chosen based on review scores submitted by members of the program committee and underwent further rigorous rounds of review. From this second round of review, 13 of the conference’s most promising papers are then published in this Springer (SCI) book and not the conference proceedings. We impatiently await the important contributions that we know these authors will bring to the field of computer and information science.    

• Computational Intelligence
• Computer Science
• Information Science
• 20th ICIS
• ICIS
• ICIS 2021

• Software Engineering and Information Technology Institute, Central Michigan University, Mount Pleasant, USA

  Roger Lee

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