Cluster-level Social Emotion Classification Across Domains

Research output

Research output per year 2022 2023 2023

• 11 Journal Article (refereed)
• 1 Conference paper (refereed)

Research output per year

Research output per year

Search results

• 2023

  A novel dropout mechanism with label extension schema toward text emotion classification

  LI, Z., LI, X., XIE, H., WANG, F. L., LENG, M., LI, Q. & TAO, X., 1 Mar 2023, In: Information Processing and Management. 60, 2, 103173.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Simulation Mode 100%
  • Classification Task 66%
  • Emotion Category 66%
  • Schema Extension 66%
  • Objective Function 33%
  3 Citations (Scopus)

• A Transformer–Convolution Model for Enhanced Session-Based Recommendation

  WANG, J., XIE, H., WANG, F. L. & LEE, L-K., 28 Apr 2023, In: Neurocomputing. 531, p. 21-33 13 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Simulation Mode 100%
  • Convolutional Neural Network 50%
  • Long Distance Dependency 50%
  • Real World 25%
  • Good Performance 25%
  1 Citation (Scopus)

• Blockchain-Enhanced Smart Contract for Cost-Effective Insurance Claims Processing

  WANG, Q., LAU, R. Y. K., SI, Y. W., XIE, H. & TAO, X., 2023, In: Journal of Global Information Management. 31, 7, p. 1-21 21 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Contract Law 100%
  • Costs 100%
  • Authors 40%
  • Design 40%
  • Economic and Social Development 20%

• DeepEmotionNet : Emotion mining for corporate performance analysis and prediction

  WANG, Q., SU, T., LAU, R. Y. K. & XIE, H., May 2023, In: Information Processing and Management. 60, 3, 103151.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Deep Learning 100%
  • Application 100%
  • Emotion Detection 66%
  • Social Media 66%
  • Real World 33%
  5 Citations (Scopus)

• Improving text classification via a soft dynamical label strategy

  WANG, J., XIE, H., WANG, F. L. & LEE, L-K., Jul 2023, In: International Journal of Machine Learning and Cybernetics. 14, 7, p. 2395-2405 11 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Text Classification 100%
  • Experimental Result 66%
  • Classification Task 66%
  • Large Data Set 33%
  • Deep Learning 33%
  1 Citation (Scopus)

• Jointly modeling intra- and inter-session dependencies with graph neural networks for session-based recommendations

  WANG, J., XIE, H., WANG, F. L., LEE, L-K. & WEI, M., 1 Mar 2023, In: Information Processing and Management. 60, 2, 103209.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Graph Neural Network 100%
  • Representation 50%
  • Real World 25%
  • Nearest Neighbour 25%
  • Simulation Mode 25%
  7 Citations (Scopus)

• Leveraging deep learning for automatic literature screening in intelligent bibliometrics

  CHEN, X., XIE, H., LI, Z., ZHANG, D., CHENG, G., WANG, F. L., DAI, H-N. & LI, Q., Apr 2023, In: International Journal of Machine Learning and Cybernetics. 14, 4, p. 1483-1525 43 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Deep Learning 100%
  • Learning Ability 25%
  • Statistical Information 25%
  • Big Data Analytics 25%
  • Training Dataset 25%
  1 Citation (Scopus)

• Semi-supervised Sentiment Classification and Emotion Distribution Learning Across Domains

  CHEN, Y., RAO, Y., CHEN, S., LEI, Z., XIE, H., LAU, R. Y. K. & YIN, J., Jun 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 5, 30 p., 74.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Domains 100%
  • Factorization 60%
  • Sentiment Classification 60%
  • Simulation Mode 40%
  • Real World 20%

• Structural Identity Representation Learning for Blockchain-Enabled Metaverse Based on Complex Network Analysis

  TAO, B., DAI, H-N., XIE, H. & WANG, F. L., Oct 2023, In: IEEE Transactions on Computational Social Systems. 10, 5, p. 2214-2225 12 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Blockchain 100%
  • Vectors 100%
  • Networks 100%
  • Complex Network 66%
  • Representation Learning 66%
  1 Citation (Scopus)

• Weighted cluster-level social emotion classification across domains

  WANG, F. L., ZHAO, Z., CHENG, G., RAO, Y. & XIE, H., Jul 2023, In: International Journal of Machine Learning and Cybernetics. 14, 7, p. 2385-2394 10 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Domains 100%
  • Classification 42%
  • Training Data 28%
  • Individual User 14%
  • Common Pattern 14%
• 2022

  Understanding Learners’ Perception of MOOCs Based on Review Data Analysis Using Deep Learning and Sentiment Analysis

  CHEN, X., WANG, F. L., CHENG, G., CHOW, M-K. & XIE, H., 25 Jul 2022, In: Future Internet. 14, 8, 17 p., 218.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Design 100%
  • Learning Experiences 66%
  • Deep Learning 66%
  • Sentiment Analysis 66%
  • Learning Resource 33%
  4 Citations (Scopus)