Dr. Andy Jiunn-Liang Guo

PERSONAL INFORMATION Dr. Andy Jiunn-Liang Guo

No.70, Sec. 2 Chung-Yang North RD., Bei-Tou,, 11258 Taipei City (Taiwan) (+886) 2-28966301-604991 (+886) 930 940 082 [email protected] Lab.: Logistics Big Data Analytics Research Centre

POSITION Assistant Professor at Department of Logistics Management, Management College, R.O.C. (Taiwan) National Defence University

WORK EXPERIENCE

2013–2016 Assistant Professor R.O.C. (Taiwan) Air Force Academy Teaching and Research 2005–2013 Instructor R.O.C. (Taiwan) Air Force Academy Teaching and Research 2003–2005 Military Instructor R.O.C. (Taiwan) Air Force Academy Teaching and Research 2000–2003 Information System Engineering Officer R.O.C. (Taiwan) Air Force Academy Project Manager (Campus Information Infrastructure Innovation Project, Plan & Implementation) Information System Analyst; Database Administrator; Campus Network Engineer; Information Security Administrator 2000–2001 Information System Assistant Syracuse Internet Café Corporation, NY, USA System Analysis and Design Assistant, Information Network Engineer

EDUCATION AND TRAINING

2006–2013 PH. D. of Management Science (Information Management) Institute of Information Management, National Cheng Kung University, Taiwan Research topic: Contextual Information Exploration and Decision Model of Digital Document Resources 1997–1999 Master of Science (Telecommunications and Network Management ) School of Information Studies, Syracuse University, NY, USA 1989~1993 Bachelor of Science (Aviation Management) Department of Aviation Management, ROC (Taiwan) Air Force Academy, Kan-shang, Taiwan

ADDITIONAL INFORMATION

Honours and awards 1. 2013 Best Yearly Teacher of ROC Air Force Academy (2013.9) 2. Emerald Literati Network Awards for Excellence 2012(Emerald Group Publishing Limited) Program: Electronic library and information systems Volume 45 number 4A, core journal decision model based on weighted page rank (2013.1) 3. Outstanding Performance Award for US Air Force Basic Com. Officer Training Program (2008.12)

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Specialities Data Science, Machine Learning, Text Mining, System Analysis and Design, Project Management

Certifications Project Management Professional, PMP 1763215

Publications Journal 1. Guo, J-L. (2018). Automated Exploring News related to Crisis based on Hierarchical Classification Analysis. International Journal of Crisis Management, 8, 13-22. 2. Guo, J-L. & Wang, H-C. (2016). Mining Temporal and Semantic Patterns of Literatures in Tracking Research Topics. International Journal of Crisis Management, 6, 30-37. (ISSN 2047- 9824 The British Library Shelfmark(s): General Reference CollectionZK.9.b.29784) 3. Guo, J-L., Wang, H-C., & Lai, M-W. (2015). A Feature Selection Approach for Automatic E-book Classification Based on Discourse Segmentation. Program: Electronic library and information systems, 49(1), 2-22. (SCI, SSCI) 4. Guo, J-L., Peng, J-E., & Wang, H-C. (2013). An Opinion Feature Extraction Approach Based on a Multidimensional Sentence Analysis Model. Cybernetics and Systems: An International Journal, 44(5), 379–401. (SCI) 5. Wang, H-C & Guo, J-L. (2013). Constructing a Water Quality 2.0 OLAP System in Taiwan. Journal of Cleaner Production, 40, 40-45. (SCI). 6. Wang, H-C., Chou, Y-L., & Guo, J-L. (2011). A core journal decision model based on weighted pagerank. Program: Electronic library and information systems, 45(4), 397-414. (SCI, SSCI) 7. Wang, H-C., Huang, T. H., Guo, J-L. & Li, S. C. (2009). Journal Article Topic Detection Based on Semantic Features. Lecture Notes in Artificial Intelligence, 5579, 644-652. (EI).

Conference Proceeding 1. Guo, J-L. & Lin, H-M. (2019) Using Decision Tree and Support Vector Machine Classification Algorithm to Establish Engine failure predictive maintenance model. Proceeding of 2019 Big Data and ERP Conference, Taipei, Taiwan. (in Chinese) 2. Guo, J-L. & Lan, C-W. (2018). Exploring the Military Recruitment Policy based on text mining techniques – using PTT Military life、Gossiping board as a case. Proceeding of 26th National Defence Management and Practice Conference, Taipei, Taiwan. (in Chinese) 3. Guo, J-L. & Liau, W-C (2018).The Analytics of Naval Vessel Maintenance Records using Apriori algorithm – using the MTU engine of Jin-Jian Fleet of Taiwan Navy as a case. Proceeding of 26th National Defence Management and Practice Conference, Taipei, Taiwan. (in Chinese) 4. Guo, J-L. & Chi-Wen Lan (2018). Romantic Tai-San Line: The Perception Trend of Tourism Opinion Mining based on Google Maps Review. Proceedings of 2018 International Tourism Conference (429-458), Taipei, Taiwan. (in Chinese) 5. Wang, H-C. & Guo, J-L. (2009). Subjective-oriented ontology integration. Proceedings of International Conference on Business and Information 2009. Kuala Lumpur, Malaysia. 6. Huang, T. H., Guo, J-L., & Wang, H-C. (2008). Semantic-based Knowledge Management: Application in Bio-domain. Proceedings of the 15th Military Symposium on Fundamental Sciences (pp. D32-D39). Gangshan, Kaohsiung County, Taiwan. 7. Wang, H.C. & Guo, J-L. (2007). Automatic Construction of Topic Maps Based on Lexical Chain -- - using Aviation Safety Knowledge Base as a case. Proceedings of the 13th Asia Pacific Management Conference. Melbourne, Australia. 8. Guo, J-L. & Wang, H-C. (2007). Applying Ontology-Based Topic Maps Approach In Building A Knowledge Base For Aviation Incidents. Proceedings of International Conference on Business and Information 2007, Tokyo, Japan. 9. Guo, J-L. & Chang, C. (2005). Information system evaluation model for military agency. Proceedings of the 12th Military Symposium on Fundamental Sciences. Gangshan, Kaohsiung County, Taiwan.

Projects 1. 國防部「輔助軍事校院教師(官)從事學術研究」計畫- 題目：以主題地圖之視覺化元件編輯與記錄飛機失事人為因素飛安知識庫, (協同主持人) (2008.3 ~ 2008. 11) 2. 國防部「輔助軍事校院教師(官)從事學術研究」計畫 - 題目：基於知識本體下的主體地圖方法建構空軍飛機失事紀錄人為因素飛安資料庫(協同主持人) (2007.3 ~ 2007. 11)

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