Department of Industrial and Information Management

Research Output 1979 2019

2019

A Study of Models for Forecasting E-Commerce Sales During a Price War in the Medical Product Industry

Hsieh, P-H., 2019 Jan 1, HCI in Business, Government and Organizations. eCommerce and Consumer Behavior - 6th International Conference, HCIBGO 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Proceedings. Nah, F. F-H. & Siau, K. (eds.). Springer Verlag, p. 3-21 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11588 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electronic commerce
Electronic Commerce
Forecasting
Sales
Industry

A study of workforce assignment problem in lean factory on machine tool industry

Lyu, J., Tung, C. H. & Chen, C. W., 2019 Jan 1, In : Proceedings of the International Conference on Industrial Engineering and Operations Management. 2019, MAR, p. 1950-1955 6 p.

Research output: Contribution to journalConference article

Machine tools
Industrial plants
Industry
Assignment problem
Workforce

A study on contractual agreements in supply chains of agricultural produce

Huang, Y-S., Hsu, Y. C. & Fang, C. C., 2019 Jun 3, In : International Journal of Production Research. 57, 11, p. 3766-3783 18 p.

Research output: Contribution to journalArticle

Supply chains
Profitability
Marketing
Supply chain
Costs

A Study on Recycle Schedules for Trade-In Rebates with Consideration of Product Life Cycle

Huang, Y-S., Lin, C. J. & Fang, C. C., 2019 Aug 1, In : IEEE Transactions on Engineering Management. 66, 3, p. 475-490 16 p., 8388734.

Research output: Contribution to journalArticle

Recycling
Life cycle
Schedule
Product lifecycle
Recycle
3 Citations (Scopus)

Chain based sampling for monotonic imbalanced classification

González, S., García, S., Li, S-T. & Herrera, F., 2019 Feb 1, In : Information sciences. 474, p. 187-204 18 p.

Research output: Contribution to journalArticle

Monotonic
Sampling
Monotonicity
Oversampling
Classifiers
5 Citations (Scopus)

Cross efficiency measurement and decomposition in two basic network systems

Kao, C. & Liu, S. T., 2019 Mar 1, In : Omega (United Kingdom). 83, p. 70-79 10 p.

Research output: Contribution to journalArticle

Decomposition
Efficiency measurement
Ranking
Efficiency measures
Evaluation

Deep Learning for Monotonic Support Vector Machines

Lo, M. C., Tsai, B. H. & Li, S-T., 2019 Apr 16, Proceedings - 2018 7th International Congress on Advanced Applied Informatics, IIAI-AAI 2018. Institute of Electrical and Electronics Engineers Inc., p. 530-535 6 p. 8693415. (Proceedings - 2018 7th International Congress on Advanced Applied Informatics, IIAI-AAI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Support vector machines
neural network
learning
ability
knowledge
4 Citations (Scopus)

Developing and validating a mobile catering app success model

Wang, Y. S., Tseng, T. H., Wang, W-T., Shih, Y. W. & Chan, P. Y., 2019 Jan 1, In : International Journal of Hospitality Management. 77, p. 19-30 12 p.

Research output: Contribution to journalArticle

electronic commerce
marketing
scanning electron microscopy
Electronic word-of-mouth
Perceived value
1 Citation (Scopus)

Do reviewers’ words affect predicting their helpfulness ratings? Locating helpful reviewers by linguistics styles

Li, S-T., Pham, T. T. & Chuang, H. C., 2019 Jan 1, In : Information and Management. 56, 1, p. 28-38 11 p.

Research output: Contribution to journalArticle

Linguistics
Rating
Social relations
Prediction model
Prediction

Dynamic pricing and competitive time-to-market strategy of new product launch under a multistage duopoly

Wu, C-H. & Lai, J. Y., 2019 Aug 16, In : European Journal of Operational Research. 277, 1, p. 138-152 15 p.

Research output: Contribution to journalArticle

Dynamic Pricing
Launching
Costs
Profitability
Pricing
1 Citation (Scopus)

Efficiency evaluation in the presence of undesirable outputs: the most favorable shadow price approach

Kao, C. & Hwang, S. N., 2019 Jul 15, In : Annals of Operations Research. 278, 1-2, p. 5-16 12 p.

Research output: Contribution to journalArticle

Shadow price
Evaluation
Undesirable outputs
Distance measure
Directional distance function

Extrapolation-based grey model for small-data-set forecasting

Chang, C. J., Li, D-C., Chen, C. C. & Chen, W. C., 2019 Jan 1, In : Economic Computation and Economic Cybernetics Studies and Research. 53, 1, p. 171-182 12 p.

Research output: Contribution to journalArticle

Open Access
GM(1,1)
GM(1,1) Model
Grey Model
Extrapolation
Forecasting

Extrapolation-Based Grey Model for Small-Data-Set Forecasting

Che-jung, C., Li, D-C., Chien-chih, C. & Wen-chih, C., 2019 Mar, In : Economic Computation and Economic Cybernetics Studies and Research. 53, 1, p. 171-182

Research output: Contribution to journalArticle

1 Citation (Scopus)

Inefficiency identification for closed series production systems

Kao, C., 2019 Jun 1, In : European Journal of Operational Research. 275, 2, p. 599-607 9 p.

Research output: Contribution to journalArticle

Series System
Production Systems
Closed
Division
Linkage
Personnel
Power (Psychology)
Employees
Knowledge sharing
Psychological empowerment

Licensing to a competitor and strategic royalty choice in a dynamic duopoly

Wu, C-H., 2019 Dec 16, In : European Journal of Operational Research. 279, 3, p. 840-853 14 p.

Research output: Contribution to journalArticle

Profitability
Profit
Sales
Subgame Perfect Equilibrium
Dynamic Pricing

On applying big data to transform the inspection lines

Lyu, J., Chen, C. W. & Chen, H. Y., 2019 Jan 1, In : Proceedings of the International Conference on Industrial Engineering and Operations Management. 2019, MAR, p. 1964-1970 7 p.

Research output: Contribution to journalConference article

Inspection
Industry
Decision trees
Data warehouses
Association rules
Pricing
Substitution
Supply chain
Product quality
Suppliers

Reducing Signal Overload by Disconnection Tolerant Voice Service in Heterogeneous Networks

Lin, C. Y., Chang, H. L., Wu, M. T., Cai, Y. Z., Wang, Y. T., Chen, L. A., Tsai, M-H. & Liu, R-S., 2019 Jan 1, In : IEEE Access. 7, p. 332-346 15 p., 8565853.

Research output: Contribution to journalArticle

Wi-Fi
Heterogeneous networks
Long Term Evolution (LTE)
Analytical models
Internet protocols

Stochastic efficiency measures for production units with correlated data

Kao, C. & Liu, S. T., 2019 Feb 16, In : European Journal of Operational Research. 273, 1, p. 278-287 10 p.

Research output: Contribution to journalArticle

Correlated Data
Data Envelopment Analysis
Data envelopment analysis
Unit
Output

The determinants of using cloud supply chain adoption

Lin, C. & Lin, M., 2019 Mar 11, In : Industrial Management and Data Systems. 119, 2, p. 351-366 16 p.

Research output: Contribution to journalArticle

Cloud computing
Supply chains
Supply chain management
Supply chain
Perceived usefulness
6 Citations (Scopus)
communication
Communication
determinants
interaction

Use of multi-lexicons to analyse semantic features for summarization of touring reviews

Wang, H-C., Chiang, Y. H. & Sun, Y. F., 2019 Feb 4, In : Electronic Library. 37, 1, p. 185-206 22 p.

Research output: Contribution to journalArticle

Hotels
Semantics
semantics
systems analysis
Managers
2018
7 Citations (Scopus)
Data envelopment analysis
Data Envelopment Analysis
Internal
Division
Evaluation
4 Citations (Scopus)

Adapting topic map and social influence to the personalized hybrid recommender system

Wang, H-C., Jhou, H. T. & Tsai, Y. S., 2018 Jan 1, (Accepted/In press) In : Information Sciences.

Research output: Contribution to journalArticle

Topic Maps
Social Influence
Recommender Systems
Recommender systems
Hybrid Systems
1 Citation (Scopus)

Aggregating predictions of multi-models for the small dataset learning tasks in the TFT-LCD process

Li, D-C. & Chen, H. Y., 2018 Feb 1, In : International Journal of Advanced Manufacturing Technology. 94, 5-8, p. 2281-2291 11 p.

Research output: Contribution to journalArticle

Liquid crystal displays
Thin film transistors
Membership functions
Product development
Agglomeration

A green design chain collaboration model for TFT-LCD industry

Lyu, J. & Chen, W. T., 2018 Jan 1, Proceedings of the International Conference on Industrial Engineering and Operations Management, IEOM 2018. IEOM Society, Vol. 2018-March.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Liquid crystal displays
Carbon
Industry
Ecodesign
Green design
1 Citation (Scopus)

A mixed dispatching rule for semiconductor wafer fabrication

Huang, Y-S. & Chen, H. W., 2018 Jul 3, In : International Journal of Systems Science: Operations and Logistics. 5, 3, p. 195-203 9 p.

Research output: Contribution to journalArticle

Semiconductor materials
Fabrication
Processing
Foundries
Integrated circuits

An attribute extending method to improve learning performance for small datasets

Lin, L. S., Li, D-C., Chen, H. Y. & Chiang, Y. C., 2018 Apr 19, In : Neurocomputing. 286, p. 75-87 13 p.

Research output: Contribution to journalArticle

Learning
Research Personnel
Datasets
1 Citation (Scopus)

A new grey prediction model for the return material authorization process in the TFT-LCD industry

Li, D-C., Yeh, C. W., Chen, C. C. & Wang, Y. T., 2018 May 1, In : International Journal of Advanced Manufacturing Technology. 96, 5-8, p. 2149-2160 12 p.

Research output: Contribution to journalArticle

Thin film transistors
Liquid crystal displays
Industry
Life cycle
Customer satisfaction

Approaches to select suitable subset of explanatory variables for establishing fuzzy regression models

Chen, L-H. & Chang, C., 2018 Jan 12, In : Journal of Intelligent and Fuzzy Systems. 34, 1, p. 437-457

Research output: Contribution to journalArticle

2 Citations (Scopus)

Approaches to select suitable subset of explanatory variables for establishing fuzzy regression models

Chen, L-H. & Chang, C. J., 2018 Jan 1, In : Journal of Intelligent and Fuzzy Systems. 34, 1, p. 437-457 21 p.

Research output: Contribution to journalArticle

Fuzzy Regression
Fuzzy Model
Regression Model
Selection Procedures
Subset
8 Citations (Scopus)
Power generation
Electricity
Costs
Renewable energy resources
Solar system

Automatic meeting summarization and topic detection system

Huang, T. C., Hsieh, C. H. & Wang, H-C., 2018 Jul 2, In : Data Technologies and Applications. 52, 3, p. 351-365 15 p.

Research output: Contribution to journalArticle

Speech recognition
Application programming interfaces (API)
Application programs
Personnel
human resources

Comparison among several commonly used sampling methods for a degradation test

Hu, C-H. & Lee, M. Y., 2018 Apr 1, In : Quality and Reliability Engineering International. 34, 3, p. 436-458 23 p.

Research output: Contribution to journalArticle

Sampling
Degradation
Covariance matrix
Maximum likelihood
Light emitting diodes

Considering social information in constructing research topic maps

Wang, H-C., Chiang, Y. H. & Huang, Y. T., 2018 Jan 1, In : Electronic Library. 36, 2, p. 220-236 17 p.

Research output: Contribution to journalArticle

Knowledge management
Ontology
Visualization
Information analysis
knowledge management
2 Citations (Scopus)

Constructing patent maps using text mining to sustainably detect potential technological opportunities

Wang, H-C., Chi, Y. C. & Hsin, P. L., 2018 Oct 17, In : Sustainability (Switzerland). 10, 10, 3729.

Research output: Contribution to journalArticle

patent
Visualization
Word processing
Intellectual property
Glossaries
4 Citations (Scopus)

Cooperation regarding technology development in a closed-loop supply chain

Wu, C-H. & Kao, Y. J., 2018 Jun 1, In : European Journal of Operational Research. 267, 2, p. 523-539 17 p.

Research output: Contribution to journalArticle

Closed-loop Supply Chain
Supply chains
Remanufacturing
Costs
Closed-loop supply chain

Coordination for distribution of motion pictures in the context of piracy

Huang, Y-S., Huang, W. J. & Fang, C. C., 2018 Apr 1, In : Journal of Business Research. 85, p. 209-225 17 p.

Research output: Contribution to journalArticle

Piracy
Motion pictures
Revenue sharing
World Wide Web
Distributor

Effects of component commonality and perishability on inventory control in assemble-to-order systems

Huang, Y-S., Lo, H. W. & Ho, J. W., 2018 Jan 1, (Accepted/In press) In : Operational Research.

Research output: Contribution to journalArticle

Inventory control
Inventory Control
Dynamic programming
Profitability
Durability
1 Citation (Scopus)

How internal attributions affect knowledge sharing behavior

Lekhawipat, W., Wei, Y. H. & Lin, C., 2018 Feb 15, (Accepted/In press) In : Journal of Knowledge Management.

Research output: Contribution to journalArticle

Lenses
Personnel
Industry
Attribution
Knowledge sharing

Latent-Function-Based Residual Discrete Grey Model for Short-Term Demand Forecasting

Chang, C. J., Dai, W. L., Li, D-C. & Chen, C. C., 2018 Apr 3, In : Cybernetics and Systems. 49, 3, p. 170-180 11 p.

Research output: Contribution to journalArticle

Thin film transistors
Liquid crystal displays
Backpropagation
Managers
Topology

Learning from small datasets containing nominal attributes

Li, D-C., Chen, H. Y. & Shi, Q. S., 2018 May 24, In : Neurocomputing. 291, p. 226-236 11 p.

Research output: Contribution to journalArticle

Learning systems
Learning
Backpropagation
Learning algorithms
Data structures

Mitigating supply disruption with ordering and supply restoration decisions

Hsieh, C-C. & Putera, R. R., 2018 Dec 1, In : Computers and Industrial Engineering. 126, p. 681-690 10 p.

Research output: Contribution to journalArticle

Restoration
Costs
Planning
2 Citations (Scopus)

Multiplicative aggregation of division efficiencies in network data envelopment analysis

Kao, C., 2018 Oct 1, In : European Journal of Operational Research. 270, 1, p. 328-336 9 p.

Research output: Contribution to journalArticle

Data envelopment analysis
Data Envelopment Analysis
Division
Aggregation
Multiplicative
5 Citations (Scopus)

Price competition and technology licensing in a dynamic duopoly

Wu, C-H., 2018 Jun 1, In : European Journal of Operational Research. 267, 2, p. 570-584 15 p.

Research output: Contribution to journalArticle

Innovation
Profitability
Profit
Business
Technology licensing
2 Citations (Scopus)

Pricing under internal and external competition for remanufacturing firms with green consumers

Ho, J. W., Huang, Y-S. & Hsu, C. L., 2018 Nov 20, In : Journal of Cleaner Production. 202, p. 150-159 10 p.

Research output: Contribution to journalArticle

Consumer behavior
Costs
Profitability
Sales
Managers
2 Citations (Scopus)

Rebuilding sample distributions for small dataset learning

Li, D-C., Lin, W. K., Chen, C. C., Chen, H. Y. & Lin, L. S., 2018 Jan 1, In : Decision Support Systems. 105, p. 66-76 11 p.

Research output: Contribution to journalArticle

Learning
Sampling
Thin film transistors
Liquid crystal displays
Backpropagation

The Importance of Online Transaction Textual Labels for Making a Purchasing Decision – An Experimental Study of Consumers’ Brainwaves

Hsieh, P-H., 2018 Jan 1, Human Interface and the Management of Information. Information in Applications and Services - 20th International Conference, HIMI 2018, Held as Part of HCI International 2018, Proceedings. Mori, H. & Yamamoto, S. (eds.). Springer Verlag, p. 83-97 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10905 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Purchasing
Transactions
Labels
Experimental Study
Scenarios