Welcome to Alex¡¦s Homepage
Alex
Long-Sheng |
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Distinguished
Professor, Department of Information Management, Chaoyang University of
Technology |
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Office: L-733 Email: lschen@cyut.edu.tw TEL: +886-4-2332-3000 ext 7752 FAX: +886-4-2374-2303 Address: 168, Jifeng E. Rd., Wufeng District, Taichung, 413310
Taiwan, R.O.C. |
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BIOGRAPHICAL NOTES Long-Sheng Chen is a Distinguished Professor of Department of
Information Management, Chaoyang University of Technology (CYUT), Taiwan.
From 2012 to 2023, he is Assistant Vice President for Student Affairs and for
Academic Affairs, respectively. He received his Ph.D. in Department of
Industrial Engineering and Management, National Chiao Tung University, Taiwan
in 2006, and his BS and MS degrees both in industrial
management from |
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DEGREES n Ph. D. (2002.09 ~
2006.03) Industrial
Engineering and Management, n M. S. (1998.09 ~
2000. 07) Industrial
Management, n B. S., (1994.09 ~
1998.07) Industrial
Management Science, |
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EXPERIENCES l Distinguished Professor, Department of Information Management
(2022.08~) l Assistant Vice President for Academic Affairs (2019.08~2023.07) l Assistant Vice President for Student Affairs (2012.08~2019.07) l Professor, Department of Information Management
(2016.08~2022.07) l Associate Professor, Department of Information Management
(2011.02~2016.07) l Assistant Professor, Department of Information Management
(2006.08~2011.01) l Secretary of College of Informatics (2007.08~2008.07, 2011.07~) l Visiting Scholar, l Lecturer, Six Sigma Green Belt Training Program, l Lecturer, Six Sigma Green Belt Training Program, l Lecturer, Six Sigma Green Belt Training Program, |
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HONORS & CERTIFICATES l Outstanding Young Scholar Program Funding of National Science Concil
(2012~2015)¡C l ¡§Best Student Award¡¨ for the IEEE International Conference on
Awareness Science and Technology & Ubi-Media Computing, 2-4 Nov., 2013,
Aizu-Wakamatsu, Japan. l ¡§Certificate of Merit¡¨ for The 2012 IAENG International Conference on
Data Mining and Applications, March 14-16, Hong Kong (EI indexed). l ¡§Best Paper Award,¡¨ for The 2012 International Conference on Advanced
Information Technologies and The Second National Conference on Web
Intelligence and Applications, AIT / NCWIA 2012. l Marquis Who¡¦s Who in the World (2011) l ¡§Certificate of Merit¡¨ for The 2010 IAENG International Conference on
Data Mining and Applications, March 17-19, Hong Kong (EI indexed). l ¡§Best Paper Award¡¨ for The 2010 International Conference on Advanced Information Technologies,
April 23-24, Taichung, Taiwan.¡C(Top l ¡§Certificate of Merit (Student)¡¨ for The 2009 IAENG International
Conference on Data Mining and Applications, March 18-20,
Hong Kong (EI indexed). (Top l ¡§Best paper award,¡¨ the 4th IEEE International Conference on Wireless
Communications, Networking and Mobile Computing: EMS&ISM 2008, Oct.
15-17, l The CYUT Outdistancing Teacher Award (96th semester,
2007/8~2008/7) l The CYUT Best
Tutor Award (95th semester, 2006/8~2007/7) l Excellent Student Paper Award, the 36th International
Conference on Computers and Industrial Engineering, Jun. 2006 l l Outstanding Youth
of NCKU (1998) |
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RESEARCH INTERESTS l Data Mining l Software Quality
Management l Granular Computing l Neural Network
Models & Applications l Six Sigma l Industrial
Engineering and Management PUBLICATIONS Journal papers [1]
Li, D.-C., Chen,
L.-S. and Lin, Y.-S., 2003, Using Functional Virtual Population as
assistance to learn scheduling knowledge in dynamic manufacturing
environments, International Journal of
Production Research, 17, 4011¡V4024 (SCI,
EI) [2]
Su, C.-T.*, Chen, L.-S.
and Yih, Y., 2006, Knowledge acquisition through information granulation for
imbalanced data, Expert System with
Applications, 31(3), pp. 531-541. (SCI,
EI) (¦r¼Æ: 5012) [3]
Su, C.-T.*, Chen,
L.-S., and Chiang, T.-L., 2006, A neural network based information
granulation approach to shorten the cellular
phone test process, Computers In
Industry, 57(5), pp. 412-423.(SCI, EI) (¦r¼Æ: 5147) [4] Chen, L.-S. and Su, C.-T.*, 2008, Using granular computing model to induce scheduling knowledge in dynamic manufacturing environments, International Journal of Computer Integrated Manufacturing, 21(5), pp. 569-583. (SCI). (2006 IF 0.383) (NSC-95-2221-E-007-124) (¦r¼Æ: 5339) [5] Chen, M.-C.*, Chen, L.-S., C.-C., Hsu, Zeng, W.-R., 2008, An information granulation based data mining approach
for classifying imbalanced data, Information Sciences, 178 (16), pp. 3214-3227. (SCI) (IF, 2006: 1.003, 2007:2.147) (NSC95-2416-H-009-034-MY3) (¦r¼Æ: 4850) [6]
Chen, L.-S., F.-H.
Hsu, M.-C. Chen* and Y.-C.
Hsu, 2008, Developing recommender systems with
the consideration of product profitability for sellers, Information Sciences, 178(4), pp. 1032-1048 (SCI) (IF, 2006: 1.003, 2007:2.147) (NSC95-2416-H-009-034-MY3) (¦r¼Æ: 5471) [7] Liu, C.-H.*, Chen, L.-S., and C.-C. Hsu, 2008, An Association-based Case Reduction Technique for
Case-based Reasoning, Information
Sciences, 178 (17), pp.3347-3355. (SCI) (IF, 2006: 1.003, 2007:2.147) (¦r¼Æ:6169) [8]
C.-C. Hsu*, Chen, L.-S., and
Liu, C.-H., 2010, A Process Monitoring Scheme Based
on Independent Component Analysis and Adjusted Outliers, International Journal of Production Research, 48(6), 1727-1743. (SCI, EI) (NSC 97-2410-H-324-015) (¦r¼Æ:3506) [9] Chen,
L.-S.*, C.-C. Hsu and M.-C.
Chen, 2009, Customer Segmentation and Classification from Blogs by Using Data
Mining: An Example of VOIP Phone, Cybernetics
& Systems, 40, 7, pp. 608-632. (SCI)
(NSC 96-2416-H-324 -003 -MY2) (¦r¼Æ:5503) [10]
ªL·q´Ë¡B³¯¶©ª@*¡A2009¡AÀ³¥Î¬¼³¥¼Ò¦¡©ó´£¤É±Ð¾Çºô¯¸«~½è¤§¬ã¨s¡AInternational Journal of
Advanced Information Technologies, Vol. 3, No.
2, pp. 55-71. (NSC 98-2410-H-324 -007 -MY2) [11] ³¯¶©ª@*¡Bªô¼z¦p¡A2009¡A´Ó°ò©ó¤ä¼µ¦V¶q¾÷¤§»y·N¾É¦V¤ÀÃþ¾¹¡AInternational Journal of Advanced Information Technologies, Vol. 3, No. 2, pp. 15-35. (NSC 96-2416-H-324 -003 -MY2) [12] Hsu, C. C.*, Chen, M. C.,
& Chen, L, S., 2010,
Intelligent ICA-SVM Fault Detector for non-Gaussian Multivariate Process
Monitoring, Expert Systems with
Applications, 37, 4, pp. 3264-3273. (SCI) [13] Hsu, C. C.*, Chen, M. C.,
& Chen, L, S., 2010, A
novel process monitoring approach with dynamic independent component
analysis, Control Engineering Practice,
18, 3, pp. 242-253. (SCI) [14]
Chen, L.-S.*, Hsu, C.-C., Chang, Y.-S.,
2010, Developing a novel two-phase learning scheme for the class imbalance
problem, International Journal of
Innovative Computing, Information and Control, 6, 11, pp. 4979-4994. (SCI) (NSC
96-2416-H-324 -003 -MY2) Nov., 2010 [15]
Hsu, C. C.*, Chen, M. C., & Chen,
L, S., 2010, Integrating Independent Component Analysis and Support
Vector Machine for Multivariate Process Monitoring. Computers &
Industrial Engineering, 59 (1), pp.145-156. (SCI, EI). (Impact factor:
1.057). (NSC
97-2410-H-324-015). [16]
Chen, L.-S.*, Liu,
C.-H., and C.-C. Hsu, C.-S. Lin, 2010, C-Kano Model: A New
Approach for Discovering Attractive Quality Elements, Total Quality Management and Business Excellence, 21, 11, 1189-1214.
(SCI; SSCI). (NSC
96-2416-H-324 -003 -MY2) Nov. 2010 [17]
Chen, K.-Y., Chen, L.-S.*,
Chen, M.-C., Lee, C.-L., 2011, Using SVM based method for equipment fault
detection in a thermal power plant, Computers
in Industry, 62(1), 42-50. (SCI). (NSC
95-2218-E-027-001)
Jan., 2011 [18]
Chen, L.-S.*, Liu, C.-H., Chiu, H. J.,
2011, A Neural Network based Approach for Sentiment Classification in the
Blogosphere, Journal of Informetrics, 5(2),
pp. 313-322 (SSCI) (NSC 98-2410-H-324 -007 -MY2) April,
2011 [19]
C.-S. Lin*, S. Kao, L.-S. Chen,
2012, A Proactive Operational Framework for Business Continuity in the
Semiconductor Industry, Quality and
Reliability Engineering International, 28(3), pp. 307-320. (SCI, EI) April, 2012 [20]
Lin, C.-S., Chen, L.-S.*, Hsu, C.-C., 2011, An Innovative
Approach for RFID Product Functions Development, Expert
System with Applications, 38(12), pp. 15523-15533. (SCI) (NSC 98-2410-H-324 -007 -MY2)
Nov., 2011 [21]
Chen, L.-S.* and S.-H. Chen, 2011, Using
TRIZ Techniques to New Product Function Development of Smart Phones, Industrial Engineering & Management
Systems, 10(3), pp. 179-184. (NSC 98-2410-H-324 -007 -MY2) Sep., 2011 [22]
C.-H. Liu, L.-S. Chen,
P.-S. Lin, 2013, Lot Streaming Multiple Jobs with Values Exponentially
Deteriorating over Time in a Job Shop Environment, International Journal of Production Research, 51(1), pp. 202-214,
Jan 2013. (SCI, EI) [23]
Chen, L.-S.*, Chang, P.-C., 2013,
Extracting Knowledge of Customers' Preferences in Massively Multiplayer
Online Role Playing Games, Neural
Computing and Applications, 23(6), pp. 1787-1799, Nov. 2013. (SCI) [24]
Chen, L.-S.*, 2013, Recognizing key
service factors of attracting new virtual community members, Cybernetics and Systems, 44(4), pp.
305-324, May 2013. (SCI) DOI: 10.1080/01969722.2013.789644
(NSC 101-2628-E-324-004-MY3) [25] Chen, L.-S.*, S. C. Cai, 2014,A Cost Adjusting Method for Increasing Customers¡¦ Sentiment Classification Performance, International Journal of Information and Electronics Engineering, 5(4), pp. 336-339. (NSC 101-2628-E-324-004-MY3) (EI) [26] L.-S. Chen*, Z. C. Lin, J.-R. Chang, 2015, FIR: An effective scheme for extracting useful metadata from social media, Journal of Medical Systems, 39(11), article 139. DOI: 10.1007/s10916-015-0333-0. (MOST 101-2628-E-324-004-MY3) (SCI) [27] L.-S. Chen*, S. C. Cai, 2015, Neural-network-based Resampling Method for Detecting Diabetes Mellitus, Journal of Medical and Biological Engineering, 35(6), 824-832. (MOST 101-2628-E-324-004-MY3) (SCI) [28] C.-Y. Huang, C.-T. Bau, L.-S. Chen, R.-C. Chen, 2017, A new patient treatment decision support system for diabetes, ICIC Express Letters, 11(1), 197-204. (EI) [29] L.-S. Chen*, Y. T. Pan, 2018, Discovering the Key Factors for Increasing Viewers of Live Streaming, International Journal of Advanced Information Technologies, vol. 12, no. 2, pp.11-19. (MOST 107-2410-H-324-004) [30] D.-C. Agrawal, H.-Y. Hou, T.-M. Cheng, L.-S. Chen, Hsu SC, 2019, Factors Affecting Student-Teacher Relationship in a Private University of Technology in Taiwan, Journal of Institutional Research South East Asia (JIRSEA), vol. 17, no.1, 54-76. (SCOPUS) [31] J.-R. Chang, M.-Y. Chen, L.-S. Chen*, S.-C. Tseng, 2019, Why Customers Don¡¦t Revisit in Tourism and Hospitality Industry? IEEE Access, Vol. 7, no. 7, pp. 146588-146606. DOI: 10.1109/ACCESS.2019.2946168 (SCI, SCOPUS) (DOI:10.1109/ACCESS.2019.2946168) MOST 108-2410-H-324-009. [32] H. Chen, H.-L. Wu, C.-C. Chang and L.-S. Chen, 2019, Light Repository Blockchain System with Multi-Secret Sharing for Industrial Big Data, Security and Communication Networks. vol. 2019, Article ID 9060756, 7 pages, 2019. https://doi.org/10.1155/2019/9060756. (SCI, SCOPUS) [33] J.-R. Chang, M.-Y. Chen, L.-S. Chen*, W.-T. Chien, 2020, Recognizng Important Factors of Influencing Trust in O2O Models: An Example of OpenTable, Soft Computing, 24, pp. 7907¡V7923 (SCI, SCOPUS). (MOST 107-2410-H-324-004) (DOI 10.1007/s00500-019-04019-x) [34] TM, Cheng, HY, Hou, DC, Agrawal, L.-S. Chen, CJ, Chi, 2020, Factors Affecting Starting Wages of Master¡¦s Degree-graduates in Taiwan, Journal of Institutional Research South East Asia (JIRSEA), Vol. 18, No.1, pp.136-154. (SCOPUS) [35] H.-L. Wu, C.-C. Chang, L.-S. Chen, 2020, Secure and anonymous authentication scheme for the Internet of Things with pairing, Pervasive and Mobile Computing, Available online 18 June 2020, 101177, https://doi.org/10.1016/j.pmcj.2020.101177(SCIE, SCOPUS). [36] J.-R. Chang, H.-Y. Liang, L.-S. Chen*, C.-W. Chang, 2020, Novel feature selection approaches for improving the performance of sentiment classification, Journal of Ambient Intelligence and Humanized Computing, https://doi.org/10.1007/s12652-020-02468-z (SCIE, SCOPUS). [37] J.-R. Chang, L.-S. Chen* and C.-W. Chang, 2020, New term weighting methods for classifying textual sentiment data, International Journal of Applied Science and Engineering,17(3), pp.257-268. https://doi.org/10.6703/IJASE.202009_17(3)257 (EI, SCOPUS) [38] H.-L. Wu, C.-C. Chang, Y.-Z. Zheng, L.-S. Chen* and C.-C. Chen, 2020, A Secure IoT-Based Authentication System in Cloud Computing Environment, Sensors, 20(19), 5604 doi:10.3390/s20195604 (SCIE, SCOPUS). [39] J.-R. Chang, M.-K. Chen, L.-S. Chen*, T.-C. Kuo, 2020, The Crucial Factors of Clicking Keyword Advertisements (in English), Journal of Management and Systems, Vol. 28, No. 2, pp. 195-224. (TSSCI) [40] W.-K. Chen, D. Riantama, L.-S. Chen*, 2021, Using a Text Mining Approach to Hear Voices of Customers from Social Media toward the Fast-Food Restaurant Industry, Sustainability, 13(1), 268. https://doi.org/10.3390/su13010268. (SSCI, SCIE, SCOPUS). [41] L.-S. Chen, M.-Y. Chen, J.-R. Chang, P.-Y. Yu, 2021, An Intuitionistic Fuzzy Time Series Model Based on New Data Transformation Method, International Journal of Computational Intelligence Systems, 40(1), pp. 550-559. (SCIE, SCOPUS). [42] W.-K. Chen, L.-S. Chen*, Y.-T. Pan, 2021, A text mining-based framework to discover the important factors in text reviews for predicting the views of live streaming, Applied Soft Computing, Vol. 111, 107704 (SCIE, SCOPUS) [43] M.-Y. Chen, J.-R. Chang, L.-S. Chen*, E.-L. Shen, 2021, The key successful factors of video and mobile game crowdfunding projects using a lexicon-based feature selection approach. Journal of Ambient Intelligence and Humanized Computing, 13(6), pp. 3083-3101, June 2022. (SCIE, SCOPUS) [44] V.S. Saravanarajan, R.-C. Chen, C. Dewi, L.-S. Chen, 2021, Solving unbounded knapsack problem using evolutionary algorithms with bound constrained strategy, International Journal of Applied Science and Engineering, 18(1), pp. 1-11. (SCOPUS) [45] T-T Huynh-Cam, L.-S. Chen*, H. Le, 2021, Using Decision Trees and Random Forest Algorithms to Predict and Determine Factors Contributing to First-Year University Students¡¦ Learning Performance, Algorithms, 14(11):318. https://doi.org/10.3390/a14110318 (SCOPUS, EI) [46] J.-R. Chang, L.-S. Chen*, L.-W. Lin, 2021, A Novel Cluster based Over-sampling Approach for Classifying Imbalanced Sentiment Data, IAENG International Journal of Computer Science, 48(4), pp. 1118-1128 (SCOPUS, EI). [47] T.-T. Huynh-Cam, S. Agrawal, L.-S. Chen, and T.-L. Fan, 2021, Using Moodle-based e-Assessment in English Listening and Reading Courses: A Vietnamese Case Study, Journal of Institutional Research South East Asia, Vol. 19, No. 2, pp. 66-92. (SCOPUS) [48] V. Nalluri, L.-S. Chen*, 2022, Risk assessment for sustainability on telecom supply chain: a hybrid fuzzy approach, Uncertain Supply Chain Management, 10(2), pp. 559-576. DOI: 10.5267/j.uscm.2021.11.008.(SCOPUS) [49] W.-K. Chen, J.-R. Chang, L.-S. Chen*, R.-Y. Hsu, 2022, Using Refined Kano Model and Decision Trees to Discover Learners¡¦ Needs for Teaching Videos, Multimedia Tools and Applications, 81(6), pp. 8317-8347, Mar. 2022. (SCI, SCOPUS) [50] M.-Y. Chen, J.-R. Chang, L.-S. Chen*, Y.-J. Chuang, 2022, Identifying the Key Successful Factors of Movie Projects in Crowdfunding, Multimedia Tools and Applications, 81(19), pp. 27711-27736. (SCI, SCOPUS) [51] T.-T. Huynh-Cam, L.-S. Chen*, K.-V. Huynh, 2022, Learning Performance of International Students and Students with Disabilities: Early Prediction and Feature Selection through Educational Data Mining, Big Data and Cognitive Computing, 6 (3), 94. (SCOPUS, EI) [52] J.-R. Chang, V. Naliuri, L.-S. Chen*, S.-H. Chen, 2022, Winning Customers¡¦ Hearts and Minds using DFSS in Insurance Industry, The TQM Journal, DOI (10.1108/TQM-05-2022-0171) (SCOPUS) [53] T.-T. Huynh-Cam, V. Nalluri, L.-S. Chen*, Y.-Y. Yang, 2022, IS-DT: A New Feature Selection Method for Determining the Important Features in Programmatic Buying, Big Data and Cognitive Computing, 6 (4), 118. (SCOPUS, EI) [54] T.-M. Cheng, H.-Y. Hou, L.-S. Chen, S.-P. Yu, 2022, Exploring the Inner Characteristics and External Competency of Excellent Teacher: The Case of a University of Technology in Taiwan, Journal of Institutional Research South East Asia, 20(2), pp. 41¡V63. (SCOPUS) [55] H. R. Sama, L.-S. Chen, V. Nalluri, C. Madhavaiah, 2023, Enhancing the Service Quality of Rural Public Transportation during COVID-19 Pandemic: A Novel Fuzzy Approach, Public Transport, 15(2), pp. 479¡V501. (SCOPUS Q1) [56] K.-F. Yang, Y.-R. Lin, L.-S. Chen*, 2023, Discovering Critical Factors in the Content of Crowdfunding Projects, Algorithms, 16 (1), 51. (SCOPUS Q2, EI) [57] V. Nalluri, T.-T. Huynh-Cam, H. R. Sama and L.-S. Chen*, 2023, Decision-making model for the effective e-services adoption in the Indian educational organizations, Decision Science Letters, 12(2), pp. 211-224. DOI: 10.5267/j.dsl.2023.2.003 (SCOPUS Q3) [58] V. Nalluri, K.-F. Yang, L.-S. Chen*, Yang, T.-Y. K. Yang, 2023, Exploring crucial social media marketing factors for improving customer satisfaction and customer loyalty in bed and breakfast sectors in Taiwan, International Journal of Tourism Cities, 9 (2), pp. 429-446.DOI: 10.1108/IJTC-10-2022-0230 (SCOPUS Q1) [59] V. Nalluri, R. G. Mayopu, L.-S. Chen*, 2023, Modelling the key attributes for improving customer repurchase rates through Mobile Advertisements using a Fuzzy mixed approach, Journal of Modelling in Management, DOI: 10.1108/JM2-02-2023-0022 (SCOPUS Q2) [60] R. G. Mayopu, Y.-Y. Wang, L.-S. Chen*, 2023, Analyzing Online Fake News Using Latent Semantic Analysis: Case of USA Election Campaign, Big Data and Cognitive Computing, 7, 81. (SCOPUS Q1, EI) [61] V. Nalluri, J.-R. Chang, L.-S. Chen*, J.-C. Chen, 2023, Building Prediction Models and Discovering Important Factors of Health Insurance Fraud Using Machine Learning Methods, Journal of Ambient Intelligence and Humanized Computing, 14, 9607-9619. (SCIE, SCOPUS Q1) International Conference papers [1]
Y.-Y. Wang, Z.-J. Luo, M.-C. Chen, L.-S.
Chen*, Classifying Game Reviews by Using Natural Language Processing and
Support Vector Machines with SMOTE-Tomek Algorithm, 14th International
Congress on Advanced Applied Informatics, July 8-13, 2023, Koriyama, Japan.
(Scopus) [2]
V. Nalluri, L.-S. Chen*,
Exploring the Relationship Among Experience Marketing, Customer Loyalty on
Purchase Intention- a Case Study of Banking Sector, the 2022 IEEE
International Conference on Industrial Engineering and Engineering Management
(IEEM2022), Dec. 7-10, 2022, Kuala Lumpur, Malaysia. ( MOST
111-2410-H-324-006) (Scopus) [3]
V. Nalluri, Y.-Y. Wang, L.-S.
Chen, A Systematic Review of Fuzzy Scales for Multiple Criteria
Decision Making Issues During Covid-19, the 2022 2nd IEEE International
Conference on Social Sciences and Intelligence Management (IEEE SSIM 2022),
Nov. 24-26, Taichung, Taiwan ( MOST 111-2410-H-324-006) (Scopus). [4]
Y.-Y. Wang, V. Nalluri, L.-S.
Chen*, Using text reviews of social media to identify the important
factors of influencing the performance of programmatic advertising, the 2022
2nd IEEE International Conference on Social Sciences and Intelligence
Management (IEEE SSIM 2022), Nov. 24-26, Taichung, Taiwan ( MOST
111-2410-H-324-006) (Scopus). [5]
V. Nalluri, R.G. Mayopu, L.-S.
Chen*, Classification Crisis Communication: An Semiotic Approach With
Semantic Technique Analysis, the 2022 2nd IEEE International Conference on
Social Sciences and Intelligence Management (IEEE SSIM 2022), Nov. 24-26,
Taichung, Taiwan (MOST 111-2410-H-324-006) (Scopus). [6]
R.G. Mayopu, L.-S. Chen*,
Two-Way Communication During Covid-19: A Lesson From Indonesia's Church
Online Worship, The 7th International Conference on Business and Industrial
Research May 19-20, 2022, Bangkok, Thailand. ( MOST 110-2410-H-324-003)
(SCOPUS) [7]
V. Nalluri, T.-T. Huynh-Cam, L.-S.
Chen*, Integrating Fuzzy Decision-Making Model for e-teaching Adoption
for the Education Sector, 2022 IEEE 9th International Conference on
Industrial Engineering and Applications, April 15-18, 2022, Sanya, Hainan,
China. ( MOST 110-2410-H-324-003) (SCOPUS) [8]
L.-S. Chen*, Y.-X. Wu, The Needs Analysis
of Virtual Exergaming, The 26th International Conference on Technologies and
Applications of Artificial Intelligence (TAAI), Nov. 18-20, 2021, Taichung,
Taiwan. ( MOST 110-2410-H-324-003) (SCOPUS) [9]
T.-T. Huynh-Cam, Z.-J. Luo, L.-S.
Chen*, Using Random Forests and Decision Trees to Predict Viewing Game
Live Streaming via Viewers¡¦ Comments, The 26th International Conference on
Technologies and Applications of Artificial Intelligence (TAAI), Nov. 18-20,
2021, Taichung, Taiwan. (MOST 110-2410-H-324-003) (SCOPUS) [10]
V. Nalluri, C.-T. Lin, L.-S.
Chen*, Risk Management Analysis of the Sustainable Supply Chain Using a
Fuzzy Hybrid Approach in India, The 26th International Conference on
Technologies and Applications of Artificial Intelligence (TAAI), Nov. 18-20,
2021, Taichung, Taiwan. ( MOST 110-2410-H-324-003) (SCOPUS) [11]
T.T. Huynh-Cam, S. Agrawal, L.-S.
Chen, E-Learning Benchmarking in Higher Education: Methodology Literature
Review, 2021 5th International Conference on Education and Multimedia
Technology, July 23-25, Kyoto, Japan. (DOI:10.1145/3481056.3481081) (SCOPUS) [12]
L.-S. Chen*, Y-R. Lin, 2021, Using text
mining and feature selection methods to find key successful factors of movie
crowdfunding projects, 2021 8th
International Conference on Industrial Engineering and Applications (ICIEA
2021), April 23- 26, 2021, Kyoto, Japan ( MOST 108-2410-H-324-009) [13]
L.-S. Chen*, T.-W. Kang, 2020, Istoshare:
An information system integrated with economic incentives to reduce the
intensions of pet owners for abandoning pets, International Conference on Innovative Computing and Management
Science 2020, July 29- July 31, 2020, Yilan, Taiwan ( MOST 108-2410-H-324-009) [14]
L.-S. Chen*, J.-C. Chen, 2020, Using
Machine Learning Methods to Detect Medical Fraud, International Conference on Innovative Computing and Management
Science 2020, July 29- July 31, 2020, Yilan, Taiwan ( MOST 108-2410-H-324-009) [15]
L.-S. Chen*, J.-C. Chen, 2020, Using Data
Mining Methods to Detect Medical Fraud, 2020
International Conference on Management of e-Commerce and e-Government (ICMECG
2020), July 1-3, Jeju Island, Korea. (SCOPUS) ( MOST
108-2410-H-324-009) [16]
L.-S. Chen*, M.-C. Chen, Y.-R. Lin,
Customer Needs Analysis for Overseas Purchasing in Taiwan, 8th International Congress on Advanced
Applied Informatics, July 7-12, 2019, Toyama, Japan. (SCOPUS) (MOST 107-2410-H-324-004) [17]
H.-L. Wu, C.-C. Chang and L.-S.
Chen, Secure Authentication Scheme with Conditional Privacy Preservation
in a Global Mobility Communication Network, 2019 International Electronics Communication Conference (IECC 2019),
7-9 July, 2019, Okinawa, Japan. (EI, SCOPUS) [18]
L.-S. Chen*, E.-L. Shen, The Key Success
Factors of Crowdfunding Projects, International
Conference on Innovative Computing and Management Science 2019, July
19-22, 2019, Osaka, Japan. (MOST 107-2410-H-324-004) [19]
L.-S. Chen*, J.-Y. Hsu, Discover Users¡¦
Needs in e-Learning by Kano Analysis and Decision Trees, The 6th International Conference on Industrial Engineering
and Applications, April 12-15, 2019, Tokyo, Japan. (SCOPUS) (MOST
107-2410-H-324-004) [20]
H.-L. Wu, C.-C. Chang, L.-S. Chen,
On the security of a secure anonymous authentication protocol for mobile
services on elliptic curve cryptography, 2018
The 6th International Conference on Information Technology: IoT and SmartCity
(ICIT 2018), Dec. 29-31, 2018, Hong Kong. (SCOPUS) [21]
L.-S. Chen*, Y.-T. Pan, The Keywords of
Affecting Performance for Live Streaming, IIH-MSP
2018 : The 14th International Conference on Intelligent Information Hiding
and Multimedia Signal Processing, Nov. 26-28, 2018, Sendai, Japan.
(SCOPUS) (MOST 107-2410-H-324-004) [22]
W.-T. Chien, G. Chakraborty, L.-S.
Chen, Identifying important factors affecting O2O customers trust from
textual reviews, The 9th IEEE
International Conference on Awareness Science and Technology (iCAST 2018),
September 19 - 21, 2018, Fukuoka, Japan. (SCOPUS) [23]
J.-R. Chang, L.-S. Chen*,
S.-C. Tseng, Apply Data Mining Approach to Identify Non-revisit Factors for
Hotel Industry, 7th International
Congress on Advanced Applied Informatics, July 8-12, 2018, Yonago, Tottori,
Japan. (SCOPUS) [24]
L.-S. Chen*, M.-R. Lin, Y.-T. Pan, Find
crucial factors of in-game purchase using neural networks, The 8th International Conference on
Awareness Science and Technology (iCAST 2017), Nov. 8-10, 2017, The
Splendor Hotel, Taichung, Taiwan. (MOST 104-2410-H-324-009-MY2) (SCOPUS, EI) [25] L.-S. Chen*, W.-T. Chien, H.-N. Chang, Build Sentiment Classification Prediction
Model for O2O Service, 2017 3rd
International Conference on Industrial and Business Engineering, August
17-19, 2017, Sapporo, Japan. [26] M.-C. Chen, L.-S. Chen, Y. Wei, 2017, Apply
ensemble empirical mode decomposition to discover time variants of metro
station passenger flow, 2017 4th
international conference on industrial engineering and applications,
April 21-23, Nagoya, Japan (SCOPUS, EI) [27] L.-S. Chen*, S.-C. Tseng, M.-C. Chen, Discovering key features of influencing
performances of online reviews in social media, The 18th International Conference on Industrial Engineering,
October 10-12, 2016, Seoul, Korea (MOST 104-2410-H-324-009-MY2). [28] L.-S. Chen*, W.-T. Chien and J.-R. Chang, Applying data mining methods to
instutuional research: a study of alumni satisfaction survey, The 18th International Conference on
Industrial Engineering, October 10-12, 2016, Seoul, Korea (MOST
104-2410-H-324-009-MY2). [29] L.-S. Chen*, J.-R. Chang, T.-M. Cheng, A study on alumni satisfaction survey and
correlation analysis of core competencies, labor education, extracurricular
activities and alumni salary levels, 2016
International Conference on Institutional Research in Taiwan (ICIRT 2016),
Taichung, May 20-21, Taiwan (MOST 104-2410-H-324-009-MY2). [30] L.-S. Chen*, M.-R. Lin, J.-R. Chang, A Decision Tree based Method for Extracting
Important Elements of In-applications Purchases, The Third International Conference on Computing, Measurement, Control
and Sensor Network, May 20‐22, 2016, Matsue, Shimane, Japan. (MOST 104-2410-H-324-009-MY2) [31] L.-S. Chen*, M.-R. Lin, Key Factors of In-App Purchase for Game Applications, 7th
International Conference on Emerging Trends in Engineering & Technology
(ICETET-15), 18¡V20 November 2015, Kobe, Japan.(MOST104-2410-H-324-009-MY2) [32] L.-S. Chen*, C.-W. Yen, A study of downloading game applications, 2nd International
Conference on Industrial Engineering, Management Science and Applications,
May 26th to 28th, 2015 in Tokyo, Japan. (MOST 101-2628-E-324-004-MY3)
(EI) [33] L.-S. Chen*, T.Y. K. Yang, Increasing customer loyalty in internet marketing, The
First Euro-China Conference on Intelligent Data Analysis and Applications
(ECC-2014), Shenzhen, China, June 13-15, 2014. (NSC 101-2628-E-324-004-MY3)
(EI) [34] L.-S. Chen*, T.-C. Kuo, Using Decision Trees to Identify Key Factors of Keyword
Advertisements, International Multi-Conference of Engineers and Computer
Scientists 2014 (IMECS 2014), Hong Kong, 12-14 March, 2014. (NSC
101-2628-E-324-004-MY3) (Best Paper Award) [35] L.-S. Chen*, T.Y. K. Yang, The Crucial Social Media Marketing Factors in Bed and
Breakfast Industry, 2014 International Conference on Business and Social
Sciences, Tokyo, Japan, 28-30 March, 2014. (NSC 101-2628-E-324-004-MY3) [36] C.-Y. Hsueh, L.-S. Chen, Q. Zhao, Awareness
of manipulation in on-line review, IEEE
International Conference on Awareness Science and Technology & Ubi-Media
Computing, 2-4 Nov., 2013, Aizu-Wakamatsu, Japan. (Best Paper Award) [37] L.-S. Chen*, J.-Y. Lin, 2013, A study on review manipulation classification using decision tree, The 10th IEEE International Conference on Service Systems and Service Management (ICSSSM¡¦13), July 17-19, 2013, Hong Kong. (NSC 101-2628-E-324-004-MY3) (EI indexed) [38] C.-Y. Huang, R.-C. Chen, L.-S. Chen,
Course-recommendation systen based on ontology, International Conference on
Machine Learning and Cybernetics, July 14-17, 2013, Tianjin, China. [39] L.-S. Chen*, C.-Y. Hsueh, C.-C. Hsu, 2013, Improving the performance of classifying
review manipulation in e-commerce, International Conference on Innovation and
Management, Sapporo, Japan, Jan. 28-31. (NSC 101-2628-E-324-004-MY3) [40]
L.-S. Chen*, Y.-Y. Yang, 2012,
Identifying key factors for increasing royalty of customers in mobile
shopping services, IAENG International
Conference on Data Mining and Applications (ICDMA'12), March 14-16, Hong
Kong. (EI indexed) [41]
L.-S. Chen*, K.-C. Sun, 2012, Identifying
Key Factors and Developing a New Method for Classifying Imbalanced Sentiment
Data, IAENG International Conference on
Data Mining and Applications (ICDMA'12), March 14-16, Hong Kong. (EI indexed) ¡§PAPER AWARD: Certificate of Merit¡¨ [42]
H.-K. Chen, C.-P. Chang, L.-F. Chen, L.-S. Chen, Winning Customers¡¦ Hearts and Minds using DFSS
approach, 4th International Conference
on Lean Six Sigma, 26-27 March, 2012, Glasgow, Scotland, UK. [43]
L.-S. Chen*, C.-C. Hsu, C.-W. Chang,
2011, Improving Text Sentiment Classification Performance by Balancing
Positive and Negative Features, CSE-11-ICGST
International Conference on Computer Science and Engineering, 19-21 Dec
2011, Turkey (NSC 100-2914-I-324-003-A1) [44]
L.-S. Chen*, C.-W. Chang, 2011, A new
term weighting method by introducing class information for sentiment
classification of textual data, IAENG
International Conference on Data Mining and Applications (ICDMA'11),
March 16-18, Hong Kong. (EI indexed)
(NSC 98-2410-H-324 -007 -MY2) [45]
L.-S. Chen*, L.-W. Lin, C.-C. Hsu, 2011,
Developing a cluster based sampling method for imbalanced bloggers¡¦ sentiment
data, 2011 International Conference on
e-Commerce, e-Administration, e-Society, e-Education, and e-Technology (e-CASE & e-Tech 2011), Tokyo,
Japan, January 18-20, 2011 (EI indexed)
(NSC 98-2410-H-324 -007 -MY2) [46]
L.-S. Chen* and S.-H. Chen, 2010,
Applying TRIZ techniques to innovative product functions creation: An example
of smart phones, The 11th Asia Pacific
Industrial Engineering & Management Systems (APIEMS) Conference and the
13th Asia Pacific Regional Meeting of the International Foundation for
Production Research, Dec. 7-10, 2010, Melaka, Malaysia. (NSC
98-2410-H-324 -007 -MY2) [47]
L.-S. Chen* and C.-W. Chang, 2010, A
feature selection method for classifying textual sentiment data, The 11th Asia Pacific Industrial
Engineering & Management Systems (APIEMS) Conference and the 13th Asia
Pacific Regional Meeting of the International Foundation for Production
Research, Dec. 7-10, 2010, Melaka, Malaysia. (NSC 98-2410-H-324 -007
-MY2) [48]
L.-S. Chen*, L.-W. Lin, 2010, Two methods
for classifying bloggers' sentiment, IAENG
International Conference on Data Mining and Applications (ICDMA'10), Vol.
1, 576-579, March 17-19, Hong Kong. (NSC 98-2410-H-324 -007 -MY2) (EI indexed) ¡§PAPER
AWARD: Certificate of Merit¡¨ [49]
L.-S. Chen*, P.-C. Chang, 2010,
Identifying Crucial Website Quality Factors of Virtual Communities, IAENG International Conference on Data
Mining and Applications (ICDMA'10), Vol. 1, 487-492, March 17-19, Hong
Kong. (NSC 98-2410-H-324 -007 -MY2) (EI
indexed) [50]
L.-S. Chen*, Y.-S. Chang, L.-W. Lin,
M.-C. Chen, 2009, A SOM based approach for learning from imbalanced data
sets, The 19th Intelligent System
Symposium (FAN 2009), Sep. 17~18, Aizu- Wakamatsu, Japan. (NSC 98 - 2410
- H - 324 - 007 - MY2) [51]
L.-S. Chen*, C.-C. Lin, C.-C. Hsu, S.-H.
Chen, 2009, A Systematic Approach for New RFID Products Quality Elements
Creation, ANQ Congress 2009, Sep.
15~18, Tokyo, Japan. (NSC 98 - 2410 - H - 324 - 007 - MY2) [52]
K.-Y. Chen, L.-S. Chen,
M.-C. Chen, C.-L. Lee, 2009, Applying Neural Networks to Detect the Failures
of Turbines in Thermal Power Facilities, Proceedings
of the 2009 IEEE International Conference on Industrial Engineering and
Engineering Management, 708-711, Hong Kong, 8-11 December, 2009. (EI indexed) [53]
L.-S. Chen*, C.-C.
Hsu, L.-F. Chen, 2009, Developing a robust classifier for fault detection in
production environment, the 13th IFAC
Symposium on Information Control Problems in Manufacturing, INCOM '09,
June 3~5, 2009, Moscow, Russia. (NSC 96-2416-H-324 -003 -MY2) [54]
L.-S. Chen*, H.-J.
Chiu, 2009, Developing a neural network based index for sentiment
classification, IAENG International
Conference on Data Mining and Applications (ICDMA'09), March 18-20, Hong
Kong. (NSC
96-2416-H-324 -003 -MY2) (EI
indexed) (Certificate
of Merit) [55]
L.-S. Chen*, Z.-C.
Lin, 2009, FAIR: A Fuzzy ART network based scheme for retrieving useful
information from blogs, IAENG
International Conference on Data Mining and Applications (ICDMA'09),
March 18-20, Hong Kong. (NSC 96-2416-H-324 -003 -MY2) (EI indexed) [56]
L.-S. Chen*, C.-C.
Hsu, Y.-S. Chang, 2009, MDS: A Novel Method for Class Imbalance Learning, The 3rd International
Conference on Ubiquitous Information Management and Communication,
January 15-16, 2009, SKKU, Suwon, Korea. (NSC 96-2416-H-324 -003 -MY2) [57]
L.-S. Chen*, C.-C. Hsu, P.-C. Chang,
2008, Developing a TRIZ-Kano model for creating attractive quality, the 4th IEEE International Conference on
Wireless Communications, Networking and Mobile Computing, Oct. 12-14,
Dalian, China (EI indexed). (NSC
96-2416-H-324 -003 -MY2) (Best Paper Award) [58]
C.-C. Hsu*, L.-S. Chen, 2008,
Integrate Independent Component Analysis and Support Vector Machine for
Monitoring Non-Gaussian Multivariate Process, the 4th IEEE International Conference on Wireless Communications,
Networking and Mobile Computing, Oct. 12-14, Dalian, China (EI indexed). [59]
Chen, L.-S.* & Chang, P.-C., 2007,
Creating attractive quality of on-line games, the 8th Asia Pacific Industrial Engineering & Management System
and 2007 Chinese Institute of Industrial Engineers Conference (APIEMS & CIIE
Conference 2007), Dec. 9~13, Kaohsiung, Taiwan. (NSC96-2416-H-324 -003
-MY2) [60]
M.-C. Chen*, L.-S. Chen,
F.-H. Hsu, Y.-C. Hsu, 2007, HPRS: A profitability based recommender system, IEEE International Conference on
Industrial Engineering and Engineering Management, Dec. 2~5, Singapore
(EI indexed). (NSC96-2416-H-324 -003 -MY2) [61]
Chen, L.-S.* & Duh, Y.-P., 2007,
Mining knowledge from blogs: an example of VoIP phone products, 37th International Conference on Computers
and Industrial Engineering, Oct. 20-23, Alexandria,
Egypt.(NSC96-2416-H-324 -003 -MY2) [62]
Su, C.-T.*, Yang, T., Chen,
L.-S and Chiang, T.-L., 2006, A novel method to shorten inspection
process: a case study, INCOM 2006: 12th
IFAC Symposium on Information Control Problems in Manufacturing, Vol. 3,
pp. 529-534, Saint-Etienne, France. [63]
Chen, L.-S.* and Su, C.-T., 2006, Multiple
techniques for learning from imbalanced/skewed data, 36th International Conference on Computers and Industrial Engineering,
Taipei, Taiwan. (Excellent Student Paper Award) |
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