Tak-Lam Wong

Orcid: 0000-0002-4581-9912

According to our database1, Tak-Lam Wong authored at least 84 papers between 2002 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Fast Supervised Topic Models for Short Text Emotion Detection.
IEEE Trans. Cybern., 2021

Enhancing skill prediction through generalising Bayesian knowledge tracing.
Int. J. Mob. Learn. Organisation, 2021

2019
Top K representative: a method to select representative samples based on K nearest neighbors.
Int. J. Mach. Learn. Cybern., 2019

Editorial: Affective and sentimental computing.
Int. J. Mach. Learn. Cybern., 2019

A hybrid model for opinion mining based on domain sentiment dictionary.
Int. J. Mach. Learn. Cybern., 2019

Social emotion classification based on noise-aware training.
Data Knowl. Eng., 2019

Temporal event searches based on event maps and relationships.
Appl. Soft Comput., 2019

2018
Natural Language Processing Empowered Mobile Computing.
Wirel. Commun. Mob. Comput., 2018

Incorporating user experience into critiquing-based recommender systems: a collaborative approach based on compound critiquing.
Int. J. Mach. Learn. Cybern., 2018

A learning framework for information block search based on probabilistic graphical models and Fisher Kernel.
Int. J. Mach. Learn. Cybern., 2018

Improving user recommendation by extracting social topics and interest topics of users in uni-directional social networks.
Knowl. Based Syst., 2018

ViDA: A virtual debugging advisor for supporting learning in computer programming courses.
J. Comput. Assist. Learn., 2018

A novel binary artificial bee colony algorithm for the set-union knapsack problem.
Future Gener. Comput. Syst., 2018

Stock Prediction via Sentimental Transfer Learning.
IEEE Access, 2018

Automatic Assessment via Intelligent Analysis of Students' Program Output Patterns.
Proceedings of the Blended Learning. Enhancing Learning Success, 2018

2017
Discover learning path for group users: A profile-based approach.
Neurocomputing, 2017

A Comparative Study on Various Vocabulary Knowledge Scales for Predicting Vocabulary Pre-Knowledge.
Int. J. Distance Educ. Technol., 2017

Sentiment Strength Prediction Using Auxiliary Features.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

UIS-LDA: a user recommendation based on social connections and interests of users in uni-directional social networks.
Proceedings of the International Conference on Web Intelligence, 2017

Impact of outcome-based education on software engineering teaching: A case study.
Proceedings of the IEEE 6th International Conference on Teaching, 2017

An automatic approach for discovering skill relationship from learning data.
Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

An Explicit Learner Profiling Model for Personalized Word Learning Recommendation.
Proceedings of the Emerging Technologies for Education - Second International Symposium, 2017

A Review on Recent Development of the Involvement Load Hypothesis.
Proceedings of the Blended Learning. New Challenges and Innovative Practices, 2017

Supervised Intensive Topic Models for Emotion Detection over Short Text.
Proceedings of the Database Systems for Advanced Applications, 2017

A new samples selecting method based on K nearest neighbors.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

Revisit tag-based profiles in the folksonomy: How many tags are sufficient for profiling?
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

Market impact analysis via sentimental transfer learning.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

A Network Framework for Noisy Label Aggregation in Social Media.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Unsupervised Extraction of Popular Product Attributes from E-Commerce Web Sites by Considering Customer Reviews.
ACM Trans. Internet Techn., 2016

User authority ranking models for community question answering.
J. Intell. Fuzzy Syst., 2016

Answering Reachability Queries on Incrementally Updated Graphs by Hierarchical Labeling Schema.
J. Comput. Sci. Technol., 2016

Incorporating sentiment into tag-based user profiles and resource profiles for personalized search in folksonomy.
Inf. Process. Manag., 2016

Generating Incidental Word-Learning Tasks via Topic-Based and Load-Based Profiles.
IEEE Multim., 2016

Investigating effects of automated feedback on EFL students' reflective learning skills.
Proceedings of the IEEE International Conference on Teaching, 2016

English Education for the Elderly in Hong Kong.
Proceedings of the Emerging Technologies for Education - First International Symposium, 2016

Sentiment Analysis for Older People in Cross-Platform Instant Messaging Service.
Proceedings of the Emerging Technologies for Education - First International Symposium, 2016

Using iBeacon Technology for Active Aging Learning.
Proceedings of the Emerging Technologies for Education - First International Symposium, 2016

The Augmented Hybrid Graph Framework for Multi-level E-Learning Applications.
Proceedings of the Blended Learning: Aligning Theory with Practices, 2016

Toward More Robust Automatic Analysis of Student Program Outputs for Assessment and Learning.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

A Joint Framework for Collaborative Filtering and Metric Learning.
Proceedings of the Information Retrieval Technology, 2016

2015
Web Query Reformulation via Joint Modeling of Latent Topic Dependency and Term Context.
ACM Trans. Inf. Syst., 2015

Predicting Pre-knowledge on Vocabulary from e-Learning Assignments for Language Learners.
Proceedings of the Current Developments in Web Based Learning, 2015

Investigating the Effectiveness of the Uses of Electronic and Paper-Based Dictionaries in Promoting Incidental Word Learning.
Proceedings of the Hybrid Learning: Innovation in Educational Practices, 2015

2014
Learning Markov logic networks with limited number of labeled training examples.
Int. J. Knowl. Based Intell. Eng. Syst., 2014

Knowledge Base Refinement Using Limited Amount of Efforts from Experts.
Int. J. Knowl. Based Organ., 2014

An intelligent recommendation system using preference regularization.
Proceedings of the 14th International Conference on Intelligent Systems Design and Applications, 2014

2013
Robust detection of semi-structured web records using a DOM structure-knowledge-driven model.
ACM Trans. Web, 2013

Discovering Low-Rank Shared Concept Space for Adapting Text Mining Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Wikipedia entity expansion and attribute extraction from the web using semi-supervised learning.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

2012
Learning to adapt cross language information extraction wrapper.
Appl. Intell., 2012

What is the role of physical location in our online social networks?
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Unsupervised Extraction of Popular Product Attributes from Web Sites.
Proceedings of the Information Retrieval Technology, 2012

2011
Normalizing web product attributes and discovering domain ontology with minimal effort.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

A Multiplicity Approach to Organization of Knowledge and Development of Web Software.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

Using query log and social tagging to refine queries based on latent topics.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Learning to Adapt Web Information Extraction Knowledge and Discovering New Attributes via a Bayesian Approach.
IEEE Trans. Knowl. Data Eng., 2010

Discovery of logic relations for text mining adaptation using unlabeled data.
Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

Improving Markov Logic Network learning using unlabeled data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Adapting relational logic models using unlabeled data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Effectiveness of E-Learning at Secondary Schools in Hong Kong.
Proceedings of the Hybrid Learning, Third International Conference, 2010

Location and Scatter Matching for Dataset Shift in Text Mining.
Proceedings of the ICDM 2010, 2010

2009
An unsupervised method for joint information extraction and feature mining across different Web sites.
Data Knowl. Eng., 2009

Mining employment market via text block detection and adaptive cross-domain information extraction.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

A Semi-Supervised Framework for Feature Mapping and Multiclass Classification.
Proceedings of the SIAM International Conference on Data Mining, 2009

Cross Language Information Extraction Knowledge Adaptation.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

Extracting discriminative concepts for domain adaptation in text mining.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

2008
Learning to extract and summarize hot item features from multiple auction web sites.
Knowl. Inf. Syst., 2008

An unsupervised framework for extracting and normalizing product attributes from multiple web sites.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Designing Programming Exercises with Computer Assisted Instruction.
Proceedings of the Hybrid Learning and Education, First International Conference, 2008

An Unsupervised Approach for Product Record Normalization across Different Web Sites.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Adapting Web information extraction knowledge via mining site-invariant and site-dependent features.
ACM Trans. Internet Techn., 2007

Design and implementation of NN5 for Hong Kong stock price forecasting.
Eng. Appl. Artif. Intell., 2007

Blended Teaching and Learning of Computer Programming.
Proceedings of the Advances in Web Based Learning, 2007

2006
Collaborative Information Extraction and Mining from Multiple Web Documents.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Extracting and Summarizing Hot Item Features Across Different Auction Web Sites.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

2005
Automatic Domain Ontology Generation from Web sites.
Trans. SDPS, 2005

Learning to Refine Ontology for a New Web Site Using a Bayesian Approach.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Training Conditional Random Fields with Unlabeled Data and Limited Number of Labeled Examples.
Proceedings of the Advances in Machine Learning and Cybernetics, 2005

Hot Item Mining and Summarization from Multiple Auction Web Sites.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004
Text Mining from Site Invariant and Dependent Features for Information Extraction Knowledge Adaptation.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

A Probabilistic Approach for Adapting Information Extraction Wrappers and Discovering New Attributes.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

2003
Beyond Supervised Learning of Wrappers for Extracting Information from Unseen Web Sites.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

2002
Adapting Information Extraction Knowledge For Unseen Web Sites.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002


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