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| Wong, W. (2009), "Learning Lightweight Ontologies from Text across Different Domains using the Web as Background Knowledge". Doctor of Philosophy thesis, University of Western Australia. [pdf] | | Wong, W. (2005), "Practical Approach to Knowledge-based Question Answering with Natural Language Understanding and Advanced Reasoning". Master thesis, National Technical University College of Malaysia. [arXiv: 0707.3559] [pdf] | | Wong, W. (2003), "Agent-assisted Object Extraction and Management System". Honours thesis, Multimedia University. [pdf] |
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| Source: Google Scholar, November 2009 |
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| 1 | Wong, W., Liu, W. & Bennamoun, M. (2008), "Featureless Data Clustering". In: M. Song and Y. Wu; Handbook of Research on Text and Web Mining Technologies; IGI Global. [isbn: 978-1-59904-990-8] [pdf] | N |
| 2 | Wong, W., Liu, W. & Bennamoun, M. (2008), "Determination of Unithood and Termhood for Term Recognition". In: M. Song and Y. Wu; Handbook of Research on Text and Web Mining Technologies; IGI Global. [isbn: 978-1-59904-990-8] [pdf] | N |
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| 3 | Wong, W., Liu, W. & Bennamoun, M. (2009), "A Probabilistic Framework for Automatic Term Recognition". In: Intelligent Data Analysis, Volume 13, Issue 4, Pages 499-539. [doi: 10.3233/IDA-2009-0379] [pdf] | B (IF 0.426) |
| 4 | Liu, W. & Wong, W. (2009), "Web Service Clustering using Text Mining Techniques". In: International Journal of Agent-Oriented Software Engineering, Volume 3, Issue 1, Pages 6-26. [doi: 10.1504/IJAOSE.2009.022944] [pdf] | B |
| 5 | Wong, W., Liu, W. & Bennamoun, M. (2007), "Tree-Traversing Ant Algorithm for Term Clustering based on Featureless Similarities". In: Data Mining and Knowledge Discovery, Volume 15, Issue 3, Pages 349-381. [doi: 10.1007/s10618-007-0073-y] [pdf] | A (IF 2.421) |
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| 6 | Wong, W., Liu, W. & Bennamoun, M. (2009), "Acquiring Semantic Relations using the Web for Constructing Lightweight Ontologies". In: 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD); Bangkok, Thailand. [doi: 10.1007/978-3-642-01307-2_26] [pdf] | A |
| 7 | Wong, W. (2008), "Discovering Lightweight Ontologies using the Web". In: 9th Postgraduate Electrical Engineering & Computing Symposium (PEECS); Perth, Australia.[pdf] | U |
| 8 | Liaw, S., Wong, W., Liu, W. & Glance, D. (2008), "Extracting and Analysing Social Networks of Physicians". In: IEEE/WIC/ACM International Workshop on Computational Social Networks (IWCSN); Sydney, Australia. [doi: 10.1109/WIIAT.2008.40] [pdf] | B |
| 9 | Wong, W., Liu, W. & Bennamoun, M. (2008), "Constructing Web Corpora through Topical Web Partitioning for Term Recognition". In: 21st Australasian Joint Conference on Artificial Intelligence (AI); Auckland, New Zealand. [doi: 10.1007/978-3-540-89378-3_7] [pdf] | B |
| 10 | Liu, W. & Wong, W. (2008), "Discovering Homogenous Service Communities through Web Service Clustering". In: AAMAS Workshop on Service-Oriented Computing: Agents, Semantics, and Engineering (SOCASE); Estoril, Portugal. [doi: 10.1007/978-3-540-79968-9_6] [pdf] | A+ |
| 11 | Wong, W., Liu, W., Liaw, S., Balliu, N., Wu, H. & Tade, M. (2008), "Automatic Construction of Lightweight Domain Ontologies for Chemical Engineering Risk Management". In: 11th Conference on Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction (PRES); Prague, Czech Rep.. [arXiv: 0812.3478] [pdf] | U |
| 12 | Wong, W., Liu, W. & Bennamoun, M. (2008), "Determining the Unithood of Word Sequences using a Probabilistic Approach". In: 3rd International Joint Conference on Natural Language Processing (IJCNLP); Hyderabad, India. [arXiv: 0810.0139] [pdf] | A |
| 13 | Wong, W., Liu, W. & Bennamoun, M. (2007), "Determining Termhood for Learning Domain Ontologies in a Probabilistic Framework". In: 6th Australasian Conference on Data Mining (AusDM); Gold Coast, Australia. [isbn: 978-1-920682-51-4] [pdf] | B |
| 14 | Wong, W., Liu, W. & Bennamoun, M. (2007), "Determining Termhood for Learning Domain Ontologies using Domain Prevalence and Tendency". In: 6th Australasian Conference on Data Mining (AusDM); Gold Coast, Australia. [isbn: 978-1-920682-51-4] [pdf] | B |
| 15 | Enkhsaikhan, M., Wong, W., Liu, W. & Reynolds, M. (2007), "Measuring Data-Driven Ontology Changes using Text Mining". In: 6th Australasian Conference on Data Mining (AusDM); Gold Coast. [isbn: 978-1-920682-51-4] [pdf] | B |
| 16 | Wong, W., Liu, W. & Bennamoun, M. (2007), "Determining the Unithood of Word Sequences using Mutual Information and Independence Measure". In: 10th Conference of the Pacific Association for Computational Linguistics (PACLING); Melbourne, Australia. [arXiv: 0810.0156] [pdf] | B |
| 17 | Wong, W., Liu, W. & Bennamoun, M. (2007), "Enhanced Integrated Scoring for Cleaning Dirty Texts". In: IJCAI Workshop on Analytics for Noisy Unstructured Text Data (AND); Hyderabad, India. [arXiv: 0810.0332] [pdf] | A+ |
| 18 | Wong, W., Liu, W. & Bennamoun, M. (2006), "Featureless Similarities for Terms Clustering using Tree-Traversing Ants". In: International Symposium on Practical Cognitive Agents and Robots (PCAR); Perth, Australia. [doi: 10.1145/1232425.1232448] [pdf] | U |
| 19 | Wong, W., Liu, W. & Bennamoun, M. (2006), "Integrated Scoring for Spelling Error Correction, Abbreviation Expansion and Case Restoration in Dirty Text". In: 5th Australasian Conference on Data Mining (AusDM); Sydney, Australia. [isbn: 1-920682-41-4] [pdf] | B |
| 20 | Wong, W., Shahrin, S. & Goh, O. (2005), "Evaluation of Response Quality for Heterogeneous Question Answering Systems". In: IEEE/WIC/ACM International Conference on Web Intelligence (WI); University of Technology Compiegne, France. [doi: 10.1109/WI.2005.61] [pdf] | B |
| 21 | Goh, O., Fung, C., Depickere, A., Wong, K. & Wong, W. (2005), "Domain Knowledge Model for Embodied Conversation Agent". In: 3rd International Conference on Computational Intelligence, Robotics and Autonomous Systems (CIRAS); Singapore.[pdf] | U |
| 22 | Goh, O., Fung, C., Wong, W. & Shahrin, S. (2005), "Intelligent Question Answering with Natural Language Understanding and Network-based Advanced Reasoning". In: International Conference on Intelligent Technologies (InTech); Phuket, Thailand.[pdf] | U |
| 23 | Wong, W., Goh, O. & Mokhtar, M. (2004), "Syntax Preprocessing in Cyberlaw Web Knowledge Base Construction". In: International Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA); Brisbane, Australia. [isbn: 0-88986-401-2] [pdf] | C |
| 24 | Lau, S., Wong, W. & Liaw, S. (2003), "Agent-Assisted Multimedia Object Extraction & Management System". In: Advanced Technology Congress Conference on Computer Integrated System (ConCis); Putrajaya, Malaysia.[pdf] | U |
Note:
- Copyright notice: The papers on this webage are presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. Anyone copying this information is expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.
- Quality: We adopt the Computing Research and Education Association (CORE) of Australasia ranking tiers A+, A, B and C to indicate the quality of the published papers and journals. The character U indicates "undetermined" and N indicates "not applicable".
- IF is the Impact Factor of a journal based on the 2008 Journal Citation Reports (JCR) by the Institute of Science Information (ISI). 3.769 is the highest IF in the field of Artificial Intelligence.
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| Student Name | Research Topic | Commencement Date | |
| Yinjie Lei | Ontology-assisted Image Annotation | September 2009 | PhD |
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My current research interests are centered around text mining, ontology learning and computational linguistics. More specifically, my areas of expertise include noisy text analytics, natural language processing, term recognition, word association measures, data clustering, semantic relation discovery, and development of Web 2.0 applications. My current research progress can be viewed at explorer.csse.uwa.edu.au/research/.
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My knowledge and skills in a wide range of programming languages and web technologies range between intermediate and expert.
I was exposed to the basics of data communications, and computer programming during my B.IT. (HONS) studies in Multimedia University (MMU), Malaysia.
- I am an expert in C/C++, Java, Prolog, HTML, PHP, CSS, XML, DHTML and JavaScript.
- I also had experience with TCP/IP programming, OpenGL programming, encryption and cryptography, database management systems (e.g. IBM DB2 and Microsoft SQL Server) during this period.
- I scored grade A or A+ for all undergraduate units involving these technologies.
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My skills with programming and web technologies were of continuous relevance to my research, teaching and community service.
- M.Sc. by Research: My knowledge with database systems and programming languages was put to the test when I joined Universiti Teknikal Malaysia Melaka (UTeM), Malaysia and commenced my Master's research. I developed an award-winning system for question answering using MySQL database, PHP, other common markup and style sheet languages (e.g. HTML and CSS), and JavaScript.
- Lecturing: At UTeM, I taught units such as Data Structures and Algorithms and Web Application Development where I impart my knowledge and skills in C/C++, PHP, HTML, CSS and JavaScript to my students. During this period, I successfully completed Cisco Certified Network Associate (CCNA) Stage 1 & 2 Courses to reinforce my knowledge and skills on networking protocols (e.g. OSI, TCP/IP), IP addressing and network cabling.
- Community Service: I am also the volunteer webmaster for the Malaysian Parkinson’s Disease Association and the Amnesty International Western Australia branch websites. I maintain these websites using common markup and style sheet languages, JavaScript and PHP.
- Ph.D. Research: My interest in Perl and Java grew further as I began my PhD research into text mining and ontology learning at the University of Western Australia (UWA), Australia. I developed a suite of text mining modules with about 90,000 lines of properly documented Perl codes for my thesis. As such, I am also an expert in Perl and Ajax programming. Online interfaces to these modules are available via explorer.csse.uwa.edu.au/research/.
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| FEB 2010 | To present a talk entitled "Automatically Structuring the Unstructurable: Turning Textual Information Into Machine-Understandable Data" at the Centre for Water Research (CWR), University of Western Australia, Perth, Australia. |
| 28 AUG 2009 | Presented a talk entitled "Learning Lightweight Ontologies from Text across Different Domains using the Web as Background Knowledge" (PhD defense seminar) at the School of Computer Science and Software Engineering (CSSE), University of Western Australia, Perth, Australia. |
| 9 DEC 2008 | Presented a paper entitled "Extracting and Analysing Social Networks of Physicians" at the IEEE/WIC/ACM International Workshop on Computational Social Networks (IWCSN), Sydney, Australia. |
| 2-5 DEC 2008 | Presented a paper entitled "Constructing Web Corpora through Topical Web Partitioning for Term Recognition" at the 21st Australasian Joint Conference on Artificial Intelligence (AI), Auckland, New Zealand. |
| 25 NOV - 2 DEC 2008 | Visited the Department of Information Science, University of Otago, Dunedin, New Zealand. Presented a talk entitled "Discovering TermClouds and Lightweight Ontologies using the Web for Information Skimming and Exploration". |
| 4 NOV 2008 | Presented a paper entitled "Discovering Lightweight Ontologies using the Web" at the 9th Postgraduate Electrical & Computer Enginneering Symposium (PEECS), Perth, Australia. |
| 12-13 JUN 2008 | Presented a talk entitled "Discovering Lightweight Domain Ontologies using the Web" during the 16th UWA School of Computer Science & Software Engineering Research Conference, Yanchep, Australia. |
| 7-12 JAN 2008 | Presented a paper entitled "Determining the Unithood of Word Sequences through a Probabilistic Approach" at the 3rd International Joint Conference on Natural Language Processing (IJCNLP), Hyderabad, India. |
| 19-21 SEP 2007 | Presented a paper entitled "Determining the Unithood of Word Sequences using Mutual Information and Independence Measure" at the Conference of the Pacific Association for Computational Linguistics (PACLING), Melbourne, Australia. |
| 16 FEB 2007 | Presented a talk entitled "Ontology Maintenance in a Knowledge-based Question Answering Environment" (confirmation of PhD candidature) at the School of Computer Science and Software Engineering (CSSE), University of Western Australia, Perth, Australia. |
| 29 NOV - 1 DEC 2006 | Presented a paper entitled "Integrated Scoring for Spelling Error Correction, Abbreviation Expansion and Case Restoration in Dirty Text" at the 5th Australasian Conference on Data Mining (AusDM), Sydney, Australia. |
| 1-2 NOV 2006 | Presented a talk entitled "Initial Stages of Ontology Engineering: Dirty Texts Cleaning and Terms Clustering" during the 15th UWA School of Computer Science & Software Engineering Research Conference, Yanchep, Australia. |
| 9 JUN 2006 | Presented a talk on the topic of Ontology Learning (PhD research proposal) at the School of Computer Science and Software Engineering (CSSE), University of Western Australia, Perth, Australia. |
| 19-22 SEP 2005 | Presented a paper entitled "Evaluation of Response Quality for Heterogeneous Question Answering Systems" at the IEEE/WIC/ACM International Conference on Web Intelligence (WI), the University of Technology of Compiegne, France. |
| 28-30 JUN 2004 | Presented a paper entitled "Online Cyberlaw Knowledge Base Construction using Semantic Network" at the IASTED International Conference on Applied Simulation and Modeling (ASM), Rhodes, Greece. |
| 20-21 MAY 2003 | Presented a paper entitled "Agent-Assisted Multimedia Object Extraction & Management System" at the Advanced Technology Congress Conference on Computer Integrated System (ConCis), Putrajaya, Malaysia. |
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Wilson Wong is an early career researcher working towards robust and efficient abstractions of natural language text for smart information use and the enablement of the Semantic Web. His areas of interest include ontology learning, computational linguistics, and text mining.