Dr Siew Eu-Gene

Department Coordinator, Senior Lecturer

Department of Accounting and Finance

siew.eu-gene@monash.edu
603 5514 4450
Room 6-5-44

 
 

Dr. Siew Eu-Gene is a Senior Lecturer with the School of Business. His principal research interest is in Information Systems. He has researched and published in journals and presented papers at conferences, including academic and industry seminars in the area of Data Mining, Web Mining and Accounting Information Systems. Prior to joining Monash, Dr. Siew Eu-Gene also served as a Lecturer in KDU Penang and has worked as an auditor in an audit firm and an accountant in a manufacturing company.

Academic Qualifications

Doctor of Philosophy
Institution Monash University
Year awarded 2005
Master of Business Systems
Institution Monash University, Australia
Year awarded 2000
Bachelor of Computer Science
Institution The University of Adelaide
Year awarded 1995

Areas of Expertise

1 Accounting Information Systems
2 Web Mining (blog classification and sentiment analysis)
3 Data Mining

Teaching

Subject CodeSubject
ACW2851 Accounting Information System

Books

1 Poon, W.-C., J. Rajapakse, et al. (2012). Economic Impact of the Adoption of Enterprise Resource Planning Systems: The Theoretical Framework. Operations Management, InTech.
2Siew, E.-G. (2010). Malaysian C2C Auction e-Commerce Sites: A Case Study on eBay and Lelong.com.my. In R. Ramasamy (Ed.), e-Commerce for Global Reach (pp. 135-144). Petaling Jaya: PIKOM.
3Siew, E.-G., Smith, K. A., Churilov, L. and Wassertheil, J. (2005). A longitudinal comparison of supervised and unsupervised learning approaches to iso-resource grouping for acute healthcare in Australia. Classification and Clustering for Knowledge Discovery. Halgamuge, S. and Wang, L., Springer-Verlag, Vol. 4: 283-303.

Scholarly Journals

1 Sebastian, Yakub, Siew, Eu-Gene, & Orimaye, Sylvester Olubolu (2017). Emerging Approaches in Literature-Based Discovery: Techniques and Performance Review. The Knowledge Engineering Review (ERA B, 5 year impact factor 1.950).
2 Sebastian, Yakub, Siew, Eu-Gene, & Orimaye, Sylvester Olubolu (2017). Learning the heterogeneous bibliographic information network for literature-based discovery. Knowledge-Based Systems, 115, 66-79. (ABDC A, 5 year impact factor 4.627).
3 Samudhram, Ananda, Siew, Eu-Gene, Sinnakkannu, Jothee & Yeow, Paul (2016). Towards a new paradigm: Activity level balanced sustainability reporting. Applied Ergonomics, 57, 94-104. (ERA A*, 5 year impact factor 2.227).
4 Orimaye, Sylvester Olubolu, Alhashmi, Saadat M., & Siew, Eu-Gene (2015). Performance and Trends in Recent Opinion Retrieval Techniques. The Knowledge Engineering Review, 30(01), 76-105 (ERA B, 5 year impact factor 1.950).
5 Orimaye, S. O., Alhashmi, S. M. & Siew, E.-G. (2013). Performance and Trends in Recent Opinion Retrieval Techniques Knowledge Engineering Review.
6 Orimaye, S. O., Alhashmi, S. M. & Siew, E.-G. (2012). Can Predicate-Argument Structures be used for Contextual Opinion Retrieval from Blogs? World Wide Web Journal, 1-29.
7 Rosli, K., Yeow, P. H. P. & Siew, E.-G. (2012). Factors Influencing Audit Technology Acceptance by Audit Firms: A New I-TOE Adoption Framework. Journal of Accounting and Auditing: Research & Practice, 2012, 11.
8 Lim, W. H., Alhashmi, S. M. & Siew, E.-G. (2011). The Information Potential and Temporal Elements of Web 2.0 Folksonomy for User Profiling in Personalized Information Retrieval. Journal of Internet Social Networking and Virtual Communities.
9 Hong, J. L., Siew, E.-G. & Egerton, S. (2010). Information extraction for search engines using fast heuristic techniques. Data Knowl. Eng., 69, 169-196
10 Sturmberg, J. P., Siew, E.-G., Churilov, L. & Smith, K. A. (2009). Identifying patterns in primary care consultations: a cluster analysis. Journal of Evaluation in Clinical Practice, 15, 558-564
11 Churilov, L., Siew, E.-G., Smith, K. A. & Wassertheil, J. (2005). Towards Data-Driven Acute In-Patient Classification Schemes: A Hospital Management Perspective. Central European Journal for Operations Research, 13, 365-392

Conference Proceedings

1 Sebastian, Yakub, Siew, Eu-Gene, & Orimaye, Sylvester Olubolu (2015). Predicting Future Links Between Disjoint Research Areas Using Heterogeneous Bibliographic Information Network. Paper presented at the Pacific Asia Knowledge Discovery and Data Mining (PAKDD 15), Ho Chi Minh City, Vietnam. (ERA A)
2 Rosli, Khairina, Yeow, Paul, & Siew, Eu-Gene, (2013). Adoption of audit technology in audit firms. Paper presented at the 24th Australasian Conference on Information Systems (ACIS 13). RMIT University, Melbourne, Australia. (ERA A)
3 Orimaye, S. O., Alhashmi, S. M. & Siew, E.-G. (2012). Buy It - Don’t Buy It: Sentiment Classification on Amazon Reviews Using Sentence Polarity Shift. In: Patricia Anthony, Mitsuru Ishizuka & Lukose, D. (eds.) 12th Pacific Rim International Conference on Artificial Intelligence (PRICAI 12). Kuching, Malaysia: Springer.
4 Rosli, K., Yeow, P. H. P. & Siew, E.-G. (2012). Acceptance of Audit Technology Using a New Paradigm: I-TOE 18th International Business Information Management Association (IBIMA 2012), 9- 10 May Istanbul, Turkey. IBIMA Publishing, 2512-2523
5 Orimaye, Sylvester Olubolu, Alhashmi, Saadat M., & Siew, Eu-Gene (2011). Using Predicate-Argument Structures for Context-Dependent Opinion Retrieval. Paper presented at the 7th International Conference on Advanced Data Mining and Applications (ADMA 11), Tsinghua University, Beijing, 17-19 Dec.
6 Orimaye, Sylvester O., Alhashmi, Saadat M., & Siew, Eu-Gene (2011). Semantic-Based Opinion Retrieval using Predicate-Argument Structures and Subjective Adjectives. Paper presented at the The Seventh Asia Information Retrieval Societies Conference (AIRS11), Dubai, United Arab Emirates, 18-20 Dec.
7 Orimaye, Sylvester O., Alhashmi, Saadat M, & Siew, Eu-Gene (2011). Context-Dependent Opinion Retrieval for High Precision Results at Top Documents. Paper presented at the Fourth International Conference on Internet Technologies & Applications (ITA11), Wrexham, North East Wales, UK, 6-9 September.
8 Orimaye, Sylvester Olubolu, Alhashmi, Saadat M., & Eu-Gene, Siew (2011). Frequency of sentential contexts vs. Frequency of query terms in opinion retrieval. Paper presented at the International Conference on Web Information Systems and Technologies (WEBIST 2011), Noordwijkerhout, Netherlands, 6-9 May.
9 Lim, Wern Han, Alhashmi, Saadat M, & Siew, Eu-Gene (2011). Personalized Information Retrieval: User Profiling with Web 2.0 Folksonomy. Paper presented at the International Business Information Management Association (IBIMA 2011), Kuala Lumpur, Malaysia, 29-30 June.
10 Ayyasamy, Ramesh Kumar, Tahayna, Bashar, Alhashmi, Saadat M, & Siew, Eu-Gene (2011). Concept based modeling approach for blog classification using fuzzy similarity. Paper presented at the The 8th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 11), Shanghai, China, 26-28 July.
11 Orimaye, Sylvester Olubolu, Han, Lim Wern, Alhashmi, Saadat M., & Eu-Gene, Siew (2011). A Combination of Geometric Patterns and Heterogeneous Features for Webpage Multi-Classifier. Paper presented at the 3rd International Conference on Machine Learning and Computing (ICMLC 2011), Singapore, February 26-28. (unranked)Siew, E.-G., Churilov, L., Smith-Miles, K. & Sturmberg, J. P. (2008). Using Supervised and Unsupervised Techniques to Determine Groups of Patients with Different Doctor-Patient Stability. Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 08). Osaka, Japan: Springer
12 Orimaye, S. O., Lim, W. H., Alhashmi, S. M. & Siew, E.-G. (2010), "Hyper-Classification Framework with Heterogeneous Web Features," 14th International Business Information Management Association Conference, IBIMA 2010, 23-24 June, Istanbul, Turkey.
13 Hong, J. L., Siew, E.-G. & Egerton, S. (2010), "WMS- Extracting Multiple Sections Data Records from Search Engine Results Pages," ACM Symposium of Applied Computing (SAC 2010), 22 - 26 March, Sierre, Switzerland, 1696-1701.
14 Hong, J. L., Siew, E.-G. & Egerton, S. (2010), "Aligning Data Records Using WordNet," IEEE International Conference on Computer Research and Development (ICCRD 2010), May 7-10, Kuala Lumpur, Malaysia.
15 Hong, J. L., Siew, E.-G. & Egerton, S. (2010), "Visual Data Alignment for Search Engine Results Pages," IEEE International Conference on Computer Research and Development (ICCRD 2010), May 7-10, Kuala Lumpur, Malaysia
16 Hong, J. L., Siew, E.-G. & Egerton, S. (2010), "OntoWrap- Extracting Data Records from Search Engine Results Pages Using Ontological Technique," 1st IEEE International Conference on Information Retrieval and Knowledge Management (CAMP 2010), 16- 18 March, Shah Alam, Malaysia.
17 Hong, J. L., Siew, E.-G. & Egerton, S. (2010), "ViWER- Data Extraction for Search Engine Results Pages using Visual Cue and DOM Tree," 1st IEEE International Conference on Information Retrieval and Knowledge Management (CAMP 2010), 16- 18 March 2010, Shah Alam, Malaysia.
18 Tahayna, B., Ayyasamy, R. K., Alhashmi, S. & Siew, E.-G. (2010), "A Novel Weighting Scheme for Efficient Document Indexing and Classification," 4th IEEE International Symposium on Information Technology, ITSIM 2010, 15-17 June, Kuala Lumpur, Malaysia.
19 Ayyasamy, R. K., Tahayna, B., Alhashmi, S., Siew, E.-G. & Egerton, S. (2010), "Mining Wikipedia Knowledge to Improve Document Indexing and Classification," 10th IEEE International Conference on Information Sciences, Signal Processing and their applications, ISSPA 2010, 10-13 May Kuala Lumpur, Malaysia.
20 Hong, J. L., Siew, E.-G. and Egerton, S. (2009). Data Extraction for Search Engine Result Pages. Malaysian Joint Conference on Artificial Intelligence (MJCAI), Kuala Lumpur, Malaysia.
21 Hong, J. L., Siew, E.-G. and Egerton, S. (2009), "DTM- Extracting Data Records from Search Engine Results Page using Tree Matching Algorithm", International Conference on Soft Computing and Pattern Recognition (SoCPaR), Malacca, Malaysia, IEEE, Vol. 6.
22Siew, E.-G., Churilov, L., Smith-Miles, K. and Sturmberg, J. P. (2008). Using Supervised and Unsupervised Techniques to Determine Groups of Patients with Different Doctor-Patient Stability. PAKDD 2008, Osaka, Japan, Springer, Vol. 715-722

Local Grants

Title Adopting responsible computer consumption
Investigators Dr Siew Eu-Gene
Funding Period Aug 2016 – Jul 2019
Funding Body/Organisation FRGS (MOE)
Title The role of IT auditing in impacting IT internal controls
Investigators Dr Siew Eu-Gene
Funding Period Dec 2013 – Nov 2015
Funding Body/Organisation FRGS (MOE)
Title Impact of ITMW
Investigators Dr Siew Eu-Gene
Funding Period Jan 2012 – Dec 2012
Funding Body/Organisation MUSC
Title Classifying The Financial Health Of Malaysian Listed Companies Using Data Mining Techniques
Investigators Dr Siew Eu-Gene
Norita Mohd Nasir
Mazlina Mat Zain
Funding Period Jan 2008 – Dec 2008
Funding Body/Organisation MUSC

Completed Supervision

Student Yakub Sebastian
Program of study Towards a framework of modeling semantic and path networks for Literature Based Discovery; (PhD)
Awarding University Monash University
Student Khairina Rosli
Program of study Investigating the Technological, Organizational and Environmental Influence on the Adoption of Audit Firms; (PhD)
Awarding University Monash University
Student Orimaye, Sylvester Olubolu
Program of study A sentence-level approach to opinion search and sentiment classification problems using natural language low-level features: models and applications ; (PhD)
Awarding University Monash University
Student Mohammad Fajar
Program of study Enterprise Resource Planning (ERP) Consulting Practice: A Grounded Theory Approach (BBusCom Honours); 2011
Awarding University Monash University

Local Presentation

1 Talk in Technology Park Malaysia about “Data Mining for business applications” Date confirmed in 27nd Jan 2010.