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Research Outputs 2009 2019

2019

A distant supervised relation extraction model with two denoising strategies

ZHOU, Z., CAI, Y., XU, J., XIE, J., LI, Q. & XIE, H., 2019, Proceedings of 2019 International Joint Conference on Neural Networks (IJCNN). Piscataway, New Jersey: IEEE, 8852378

Research output: Chapter in Book/Report/Conference proceedingChapter

Labeling
Labels
Semantics
Neural networks

A hybrid model for opinion mining based on domain sentiment dictionary

CAI, Y., YANG, K., HUANG, D., ZHOU, Z., LEI, X., XIE, H. & WONG, T. L., Aug 2019, In : International Journal of Machine Learning and Cybernetics. 10, 8, p. 2131-2142

Research output: Contribution to journalArticle

Glossaries
Classifiers

A personalized task recommendation system for vocabulary learning based on readability and diversity

XIE, H., WANG, M., ZOU, D. & WANG, F. L., 2019, Blended learning: Educational innovation for personalized learning: 12th International Conference, ICBL 2019, Hradec Kralove, Czech Republic, July 2-4, 2019, proceedings. CHEUNG, S. K. S., LEE, L-K., SIMONOVA, I., KOZEL, T. & KWOK, L-F. (eds.). Cham: Springer, p. 82-92

Research output: Chapter in Book/Report/Conference proceedingChapter

vocabulary
learning
language
learning theory
language acquisition

A review on the admission policies of Hong Kong universities for non-local students from Mainland China

XIE, H., ZOU, D., WONG, T. L. & WANG, F. L., 2019, Technology in education: Pedagogical innovations: 4th International Conference, ICTE 2019, Guangzhou, China, March 15-17, 2019, revised selected papers. CHEUNG, S. K. S., JIAO, J., LEE, L-K., ZHANG, X., LI, K. C. & ZHAN, Z. (eds.). Singapore: Springer, p. 224-234

Research output: Chapter in Book/Report/Conference proceedingChapter

Hong Kong
China
university
student
political theory

A talent assessment model based on learning behaviors and patterns

XIE, H., CAI, Y., WONG, T. L., ZOU, D. & WANG, F. L., 2019, Proceedings: 2019 International Symposium on Educational Technology (ISET 2019). WANG, F. L., AU, O., KLIMOVA, B., HYNEK, J. & POULOVA, P. (eds.). Danvers, MA: IEEE, p. 3-6

Research output: Chapter in Book/Report/Conference proceedingChapter

Computational methods
Electronic equipment
Education
Engineers
Industry
1 Citation (Scopus)

A weighted word embedding model for text classification

REN, H., ZENG, Z., CAI, Y., DU, Q., LI, Q. & XIE, H., 2019, Database systems for advanced applications: 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22–25, 2019, Proceedings, Part I. LI, G., YANG, J., GAMA, J., NATWICHAI, J. & TONG, Y. (eds.). Cham: Springer, p. 419-434

Research output: Chapter in Book/Report/Conference proceedingChapter

Costs
1 Citation (Scopus)

Data-driven geometry-recovering mesh denoising

WANG, J., HUANG, J., WANG, F. L., WEI, M., XIE, H. & QIN, J., Sep 2019, In : Computer-Aided Design. 114, p. 133-142

Research output: Contribution to journalArticle

Geometry
Learning algorithms
Cameras
Recovery

Digital game-based vocabulary learning: Where are we and where are we going?

ZOU, D., HUANG, Y. & XIE, H., 25 Jul 2019, In : Computer Assisted Language Learning.

Research output: Contribution to journalArticle

vocabulary
Educational technology
learning
listening comprehension
educational technology

Editorial: Affective and sentimental computing

XIE, H., WONG, T-L., WANG, F. L., WONG, R., TAO, X. & WANG, R., Aug 2019, In : International Journal of Machine Learning and Cybernetics. 10, 8, p. 2043–2044

Research output: Contribution to journalArticle

1 Citation (Scopus)

Effects of caption and gender on junior high students' EFL learning from iMap-enhanced contextualized learning

CHEN, M-P., WANG, L-C., ZOU, D., LIN, S-Y. & XIE, H., Oct 2019, In : Computers & Education. 140, 103602.

Research output: Contribution to journalArticle

gender
learning
student
learning performance
Group

End-to-end latent-variable task-oriented dialogue system with exact log-likelihood optimization

XU, H., PENG, H., XIE, H., CAMBRIA, E., ZHOU, L. & ZHENG, W., 07 Jun 2019, In : World Wide Web.

Research output: Contribution to journalArticle

Maximum likelihood estimation
Reinforcement learning
Decision making
Statistics
Industry

Enhancing low achievers’ EFL learning with interactive digital technologies

LIN, S-Y., CHEN, M-P., WANG, L-C., KAO, Y-T., ZOU, D. & XIE, H., 19 Nov 2019, Proceedings of the 27th International Conference on Computers in Education. CHANG, M., SO, H-J., WONG, L-H., YU, F-Y. & SHIH, J-L. (eds.). Taoyuan, Taiwan: Asia-Pacific Society for Computers in Education, Vol. 1. p. 617-623

Research output: Chapter in Book/Report/Conference proceedingChapter

learning
learning performance
Group
language
learning strategy

Exploring the possibility of leveraging spherical video-based immersive virtual reality in secondary geography education

JONG, M. S-Y., TSAI, C-C., XIE, H., WONG, F. K-K., TAM, V. & ZHOU, X., 19 Nov 2019, Proceedings of the 27th International Conference on Computers in Education. CHANG, M., SO, H-J., WONG, L-H., SHIH, J-L. & YU, F-Y. (eds.). Taoyuan, Taiwan: Asia-Pacific Society for Computers in Education, Vol. 2. p. 715-717

Research output: Chapter in Book/Report/Conference proceedingChapter

virtual reality
video
geography
poster
Hong Kong
1 Citation (Scopus)
Teaching
instruction
learning
Students
language
2 Citations (Scopus)

How to facilitate self-regulated learning? A case study on open educational resources

WONG, T-L., XIE, H., ZOU, D., WANG, F. L., TANG, J. K. T., KONG, A. & KWAN, R., 19 Apr 2019, In : Journal of Computers in Education.

Research output: Contribution to journalArticle

classroom
resources
learning
teaching method
student

Incorporating latent space correlation coefficients to collaborative filtering

LI, Z., XIE, H., ZHAO, Y. & LI, Q., 2019, 2019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW). Danvers, MA: IEEE, p. 155-160

Research output: Chapter in Book/Report/Conference proceedingChapter

Collaborative filtering
Factorization

Mesh-based computation for solving bas-relief reconstruction from editable normal image

HUANG, J., WANG, J., CHEN, H., GUO, X., WEI, M., XIE, H. & QIN, J., Mar 2019, In : Measurement Science and Technology. 30, 4, 045402.

Research output: Contribution to journalArticle

mesh
Mesh
Geometry
Drawing (graphics)
Processing

Mesh defiltering via cascaded geometry recovery

WEI, M., GUO, X., HUANG, J., XIE, H., ZONG, H., KWAN, R., WANG, F. L. & QIN, J., Oct 2019, In : Computer Graphics Forum. 38, 7, p. 591-605

Research output: Contribution to journalArticle

Recovery
Geometry
Learning systems
1 Citation (Scopus)

Multi-criteria decision making based architecture selection for single-hidden layer feedforward neural networks

WANG, R., XIE, H., FENG, J., WANG, F. L. & XU, C., Apr 2019, In : International Journal of Machine Learning and Cybernetics. 10, 4, p. 655-666

Research output: Contribution to journalArticle

Feedforward neural networks
Decision making
Learning systems
Neural networks

On Hong Kong primary school English teachers' acceptance of technology-enhanced language learning and teaching

WANG, F. L., ZHANG, R., ZOU, D., AU, O. & XIE, H., 2019, Proceedings: 2019 International Symposium on Educational Technology (ISET 2019). WANG, F. L., AU, O., KLIMOVA, B., HYNEK, J. & POULOVA, P. (eds.). Danvers, MA: IEEE

Research output: Chapter in Book/Report/Conference proceedingChapter

primary school
Hong Kong
acceptance
Teaching
teacher
7 Citations (Scopus)

On the effectiveness of least squares generative adversarial networks

MAO, X., LI, Q., XIE, H., LAU, Y. K. R., WANG, Z. & SMOLLEY, S. P., 01 Dec 2019, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 12, p. 2947-2960

Research output: Contribution to journalArticle

Least Squares
Discriminators
Penalty
Gradient
Unsupervised learning
7 Citations (Scopus)

Personalized recommendation by matrix co-factorization with tags and time information

LUO, L., XIE, H., RAO, Y. & WANG, F. L., Apr 2019, In : Expert Systems with Applications. 119, p. 311-321

Research output: Contribution to journalArticle

Factorization
Recommender systems
Singular value decomposition
Intelligent systems
Expert systems
1 Citation (Scopus)

Personalized word learning for university students: A profile-based method for e-learning systems

XIE, H., ZOU, D., ZHANG, R., WANG, M. & KWAN, R., Aug 2019, In : Journal of Computing in Higher Education. 31, 2, p. 273-289

Research output: Contribution to journalArticle

electronic learning
university
learning
student
vocabulary
2 Citations (Scopus)

Segment-level joint topic-sentiment model for online review analysis

YANG, Q., RAO, Y., XIE, H., WANG, J., WANG, F. L. & CHAN, W. H., Jan 2019, In : IEEE Intelligent Systems. 34, 1, p. 43-50

Research output: Contribution to journalArticle

Purchasing
Internet

Sentiment classification using negative and intensive sentiment supplement information

CHEN, X., RAO, Y., XIE, H., WANG, F. L., ZHAO, Y. & YIN, J., Jun 2019, In : Data Science and Engineering. 4, 2, p. 109-118

Research output: Contribution to journalArticle

Linguistics
Learning algorithms
Learning systems
Semantics
Chemical analysis
2 Citations (Scopus)

Social emotion classification based on noise-aware training

LI, X., RAO, Y., XIE, H., LIU, X., WONG, T. L. & WANG, F. L., Sep 2019, In : Data & Knowledge Engineering. 123, 101605.

Research output: Contribution to journalArticle

Semantics
Processing
Experiments
1 Citation (Scopus)

Structure-guided shape-preserving mesh texture smoothing via joint low-rank matrix recovery

CHEN, H., HUANG, J., REMIL, O., XIE, H., QIN, J., GUO, Y., WEI, M. & WANG, J., Oct 2019, In : Computer-Aided Design. 115, p. 122-134

Research output: Contribution to journalArticle

Textures
Recovery
Shape optimization

Supervised group embedding for rumor detection in social media

LIU, Y., CHEN, X., RAO, Y., XIE, H., LI, Q., ZHANG, J., ZHAO, Y. & WANG, F. L., 2019, Web engineering: 19th International Conference, ICWE 2019, Daejeon, South Korea, June 11–14, 2019, proceedings. BAKAEV, M., FRASINCAR, F. & KO, I-Y. (eds.). Cham: Springer, p. 139-153

Research output: Chapter in Book/Report/Conference proceedingChapter

Recurrent neural networks
Neural networks

Temporal event searches based on event maps and relationships

CAI, Y., XIE, H., LAU, R. Y. K., LI, Q., WONG, T-L. & WANG, F. L., Sep 2019, In : Applied Soft Computing. 105750.

Research output: Contribution to journalArticle

Experiments
Recommender systems
Learning systems
1 Citation (Scopus)

Top K representative: A method to select representative samples based on K nearest neighbors

YANG, K., CAI, Y., CAI, Z., XIE, H., WONG, T. L. & CHAN, W. H., Aug 2019, In : International Journal of Machine Learning and Cybernetics. 10, 8, p. 2119-2129

Research output: Contribution to journalArticle

Supervised learning
Sampling
Hardness
Polynomials
Personnel
1 Citation (Scopus)

Trends and development in technology-enhanced adaptive/personalized learning: A systematic review of journal publications from 2007 to 2017

XIE, H., CHU, H-C., HWANG, G-J. & WANG, C-C., Oct 2019, In : Computers & Education. 140, 103599.

Research output: Contribution to journalArticle

Smartphones
Cloud computing
Virtual reality
Artificial intelligence
Students
2018
11 Citations (Scopus)

A bibliometric analysis of natural language processing in medical research

CHEN, X., XIE, H., WANG, F. L., LIU, Z., XU, J. & HAO, T., 2018, In : BMC Medical Informatics and Decision Making. 18, Suppl 1, 14.

Research output: Contribution to journalArticle

Natural Language Processing
Bibliometrics
Publications
Biomedical Research
Information Storage and Retrieval
2 Citations (Scopus)

A blockchain model for word-learning systems

ZHONG, J., XIE, H., ZOU, D. & CHUI, D. K. W., 2018, 2018 5th International Conference on Behavioral, Economics, and Socio-Cultural Computing (BESC). Danvers, MA: IEEE, p. 130-131

Research output: Chapter in Book/Report/Conference proceedingChapter

Learning systems
Finance
Interoperability
Education
Industry

A comparative study on recent educational policy changes of primary and secondary schooling in Hong Kong and Macau

XIE, H., NG, W. S., ZOU, D. & WANG, F. L., 2018, 2018 International Symposium on Educational Technology, ISET 2018: Proceedings. WANG, F. L., AU, O., KONNO, T., IWASAKI, C. & LI, C. (eds.). Danvers, MA: IEEE, p. 117-120

Research output: Chapter in Book/Report/Conference proceedingChapter

educational policy
Hong Kong
China
reunification
gambling

A flexible graph-based model for facilitating digital learning activities

ZOU, D., WANG, F. L., XIE, H., WONG, T. L. & KWAN, R., 2018, In : International Journal of Innovation and Learning. 23, 4, p. 444-462

Research output: Contribution to journalArticle

electronic learning
learning
Learning systems
Distance education
distance learning

A learning framework for information block search based on probabilistic graphical models and Fisher Kernel

WONG, T. L., XIE, H., LAM, W. & WANG, F. L., Sep 2018, In : International Journal of Machine Learning and Cybernetics. 9, 9, p. 1473-1487

Research output: Contribution to journalArticle

Websites
Information retrieval
Experiments
24 Citations (Scopus)

A novel binary artificial bee colony algorithm for the set-union knapsack problem

HE, Y., XIE, H., WONG, T. L. & WANG, X., Jan 2018, In : Future Generation Computer Systems. 78, Part 1, p. 77-86

Research output: Contribution to journalArticle

Evolutionary algorithms
Consolidation
Mathematical models
Experiments

Assessment framework of English Language Proficiency for talent seeking platforms at Pearl River Delta Region

WENG, X., XIE, H. & CAI, Y., 2018, Emerging technologies for education: Third International Symposium, SETE 2018, Held in Conjunction with ICWL 2018, Chiang Mai, Thailand, August 22–24, 2018, Revised Selected Papers. HAO, T., CHEN, W., XIE, H., NADEE, W. & LAU, R. (eds.). Cham: Springer, p. 149-155

Research output: Chapter in Book/Report/Conference proceedingChapter

English language
technical school
education
university
educational institution

Drug prescription support in dental clinics through drug corpus mining

GOH, W. P., TAO, X., ZHANG, J., YONG, J., ZHANG, W. & XIE, H., Dec 2018, In : International Journal of Data Science and Analytics. 6, 4, p. 341-349

Research output: Contribution to journalArticle

Dental Clinics
Drug Prescriptions
Dentists
Pharmaceutical Preparations
Prescriptions

Editorial

WANG, F. L., ZOU, D., XIE, H. & WONG, T-L., 2018, In : International Journal of Innovation and Learning. 23, 1, p. 1-4

Research output: Contribution to journalArticle

Editorial: Natural language processing empowered mobile computing

HAO, T., WONG, R., HE, Z., XIE, H., WONG, T. L. & WANG, F. L., Oct 2018, In : Wireless Communications and Mobile Computing. 2018, 9130545.

Research output: Contribution to journalArticle

Editorial: Review and trend analysis of knowledge management and e-learning research

HWANG, G-J. & XIE, H., Dec 2018, In : Knowledge Management and E-Learning. 10, 4, p. 371-374

Research output: Contribution to journalArticle

Knowledge management
knowledge management
electronic learning
trend
learning

Effectiveness of multimedia annotations on vocabulary acquisition: The technique feature analysis on trial

ZOU, D., WANG, F. L., KWAN, R. & XIE, H., 2018, Proceedings of International Conference on Technology in Education 2018. LAM, J., LI, K. C., MAK, K., WANG, F. L., LEUNG, K. & LAI, I. K. (eds.). Hong Kong: Caritas Institute of Higher Education, p. 199-206

Research output: Chapter in Book/Report/Conference proceedingChapter

multimedia
vocabulary
learning
learning strategy
comprehension
Thailand
learning
education
educational technology
language

Enhancing information literacy in Hong Kong higher education through game-based learning

LI, Z., ZOU, D., XIE, H., WANG, F. L. & CHANG, M., 2018, The 22nd Global Chinese conference on computers in education: Conference proceedings. JONG, M., SHIH, J. L., LOOI, C. K., HUANG, M., CHEN, X., XIE, Y., ZHANG, X., LI, H., ZHANG, Y., SUN, D., KUO, R., TAN, S. C., LAU, W., XIE, H., JIANG, B., WANG, M. & TU, S. (eds.). Guangzhou: South China Normal University, p. 595-598

Research output: Chapter in Book/Report/Conference proceedingChapter

Hong Kong
literacy
learning
education
student

Enhancing teacher assessment literacy using a blended deep learning approach

NG, W. S., XIE, H. & WANG, F. L., 2018, Blended learning. Enhancing learning success: 11th International Conference, ICBL 2018, Osaka, Japan, July 31- August 2, 2018, proceedings. CHEUNG, S. K. S., KWOK, L., KUBOTA, K., LEE, L-K. & TOKITO, J. (eds.). Cham: Springer, p. 203-214

Research output: Chapter in Book/Report/Conference proceedingChapter

Blended Learning
literacy
teacher
learning
education
1 Citation (Scopus)

Extractive adversarial networks for network embedding

CHEN, R., XIE, H., CHEN, J., RAO, Y., ZHAO, Y. & WANG, F. L., 2018, 2018 5th International Conference on Behavioral, Economics, and Socio-Cultural Computing (BESC). Danvers, MA: IEEE, p. 162-167

Research output: Chapter in Book/Report/Conference proceedingChapter

Labels
Electronic equipment
Neural networks
Engineers
Experiments
4 Citations (Scopus)

Future trends and research issues of technology-enhanced language learning: A technological perspective

ZOU, D., XIE, H. & WANG, F. L., Dec 2018, In : Knowledge Management and E-Learning. 10, 4, p. 426-440

Research output: Contribution to journalArticle

trend
language
learning
model learning
learning objective