Department of Information Management

2024

A Deep Recommendation Model Considering the Impact of Time and Individual Diversity

Wu, C. C., Chen, Y. L. & Yeh, Y. H., 1 Apr 2024, In: IEEE Transactions on Computational Social Systems. 11, 2, p. 2558-2569 12 p.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

ANALYZING KNOWLEDGE-SHARING ACTIVITIES IN OPEN INNOVATION CONTESTS UNDER OPTIMAL REWARD MECHANISM

Jhang-Li, J. H. & Liou, J. H., 2024, In: Journal of Electronic Commerce Research. 25, 2, p. 98-120 23 p.

Research output: Contribution to journal › Article › peer-review

An analysis of operating strategy for a video live streaming platform: advertisement, advertorial, and donation

Jhang-Li, J. H. & Liou, J. H., Mar 2024, In: Information Technology and Management. 25, 1, p. 51-68 18 p.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Scopus citations

An Evolving Preference-Based Recommendation System

Chen, Y. C. & Lee, W. C., 1 Apr 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 2, p. 1118-1124 7 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

A Novel Cross-Domain Recommendation with Evolution Learning

Chen, Y. C. & Lee, W. C., 22 Feb 2024, In: ACM Transactions on Internet Technology. 24, 1

Research output: Contribution to journal › Article › peer-review

Open Access

4 Scopus citations

A novel virtual-communicated evolution learning recommendation

Chen, Y. C. & Chen, Y. L., 2 Jan 2024, In: Industrial Management and Data Systems. 124, 1, p. 416-441 26 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Application of Machine Learning Techniques to Development of Emergency Medical Rapid Triage Prediction Models in Acute Care

Tsai, C. H. & Hu, Y. H., 1 Jan 2024, In: CIN - Computers Informatics Nursing. 42, 1, p. 35-43 9 p.

Research output: Contribution to journal › Article › peer-review

C3D-LSTM: a novel convolution-3D-based LSTM for link prediction in dynamic social networks

Chen, Y. C. & Thaipisutikul, T., 2024, In: International Journal of Web and Grid Services. 20, 1, p. 114-134 21 p.

Research output: Contribution to journal › Article › peer-review

Creatability, achievability, and immersibility: New game design elements that increase online game usage

Teng, C. I., Huang, T. L., Huang, G. L., Wu, C. N., Cheng, T. C. E. & Liao, G. Y., Apr 2024, In: International Journal of Information Management. 75, 102732.

Research output: Contribution to journal › Article › peer-review

Open Access

7 Scopus citations

Deep learning based decision tree ensembles for incomplete medical datasets

Chiu, C. H., Ke, S. W., Tsai, C. F., Lin, W. C., Huang, M. W. & Ko, Y. H., 5 Jan 2024, In: Technology and Health Care. 32, 1, p. 75-87 13 p.

Research output: Contribution to journal › Article › peer-review

Detecting Targets of Graph Adversarial Attacks With Edge and Feature Perturbations

Lee, B., Jhang, J. Y., Yeh, L. Y., Chang, M. Y., Chen, C. M. & Shen, C. Y., 1 Jun 2024, In: IEEE Transactions on Computational Social Systems. 11, 3, p. 3218-3231 14 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Effectively learn how to learn: a novel few-shot learning with meta-gradient memory

Hui, L. & Chen, Y. C., 2024, In: International Journal of Web and Grid Services. 20, 1, p. 3-24 22 p.

Research output: Contribution to journal › Article › peer-review

Enhancing nurses’ perceptions of having a place to reduce turnover intentions

Chang, H. Y., Lee, I. C., Huang, T. L., Ho, L. H., Chen, L. C., Cheng, T. C. E. & Teng, C. I., 2024, (Accepted/In press) In: International Nursing Review.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Explainable geospatial-artificial intelligence models for the estimation of PM_2.5 concentration variation during commuting rush hours in Taiwan

Wong, P. Y., Su, H. J., Candice Lung, S. C., Liu, W. Y., Tseng, H. T., Adamkiewicz, G. & Wu, C. D., 15 May 2024, In: Environmental Pollution. 349, 123974.

Research output: Contribution to journal › Article › peer-review

Exploiting organizations' innovation performance via big data analytics: an absorptive knowledge perspective

Tseng, H. T., Jia, S., Nisar, T. M. & Hajli, N., 3 Sep 2024, In: Information Technology and People. 37, 6, p. 2279-2301 23 p.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Exploring generation Z consumers’ purchase intention towards green products during the COVID-19 pandemic in China

han, J., Prabhakar, G., Luo, X. & Tseng, H. T., Jun 2024, In: e-Prime - Advances in Electrical Engineering, Electronics and Energy. 8, 100552.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

Exploring the Effects of Team Learning Capabilities and Team Climates in Software Process Tailoring

Chen, C. Y. & Tai, K. Y., 2024, In: IEEE Transactions on Engineering Management. 71, p. 9286-9298 13 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

External articulation and internal stabilization: Using identification stages to enhance online gamer loyalty

Teng, C. I., Huang, T. L., Huang, G. L., Dennis, A. R. & Liao, G. Y., Jan 2024, In: Decision Support Systems. 176, 114077.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Feature selection and its combination with data over-sampling for multi-class imbalanced datasets

Tsai, C. F., Chen, K. C. & Lin, W. C., Mar 2024, In: Applied Soft Computing Journal. 153, 111267.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Friend-connecting affordances: playing online games to contact friends

Liao, G. Y., Huang, T. L., Dennis, A. R. & Teng, C. I., 19 Jul 2024, In: Internet Research. 34, 4, p. 1249-1272 24 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

From virtual to reality: The power of augmented reality in triggering impulsive purchases

Hsu, W. C., Lee, M. H. & Zheng, K. W., Jan 2024, In: Journal of Retailing and Consumer Services. 76, 103604.

Research output: Contribution to journal › Article › peer-review

23 Scopus citations

GDPR-Compliant Personal Health Record Sharing Mechanism with Redactable Blockchain and Revocable IPFS

Yeh, L. Y., Hsu, W. H. & Shen, C. Y., 2024, In: IEEE Transactions on Dependable and Secure Computing. 21, 4, p. 3342-3356 15 p.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Good for all, good for me: the influences of dedication- and constraint-based switching barriers on user-generated contributions

Chou, E. Y. & Lin, C. Y., 2024, (Accepted/In press) In: Internet Research.

Research output: Contribution to journal › Article › peer-review

G-TransRec: A Transformer-Based Next-Item Recommendation With Time Prediction

Chen, Y. C., Chen, Y. L. & Hsu, C. H., 1 Jun 2024, In: IEEE Transactions on Computational Social Systems. 11, 3, p. 4175-4188 14 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

How does escapism foster game experience and game use?

Huang, T. L., Yeh, J. R., Liao, G. Y., Cheng, T. C. E., Chang, Y. C. & Teng, C. I., Jun 2024, In: Decision Support Systems. 181, 114207.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Majority re-sampling via sub-class clustering for imbalanced datasets

Ke, S. W., Tsai, C. F., Pan, Y. Y. & Lin, W. C., 2024, In: Journal of Experimental and Theoretical Artificial Intelligence. 36, 8, p. 1581-1596 16 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Managing Emotion In The Workplace: An Empirical Study With Enterprise Instant Messaging

Ke, S. W., Tsai, C. F. & Chen, Y. J., 2024, In: Applied Artificial Intelligence. 38, 1, 2297518.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Missing value imputation and the effect of feature normalisation on financial distress prediction

Sue, K. L., Tsai, C. F. & Tsau, H. M., 2024, In: Journal of Experimental and Theoretical Artificial Intelligence. 36, 8, p. 1467-1483 17 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Predicting failure of P2P lending platforms through machine learning: The case in China

Yeh, J. Y., Chiu, H. Y. & Huang, J. H., Jan 2024, In: Finance Research Letters. 59, 104784.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

Retrieving almost stochastic Dominance momentum in Taiwan stock market

Chiang, M. H., Chiu, H. Y. & Hsu, Y. C., Feb 2024, In: Pacific Basin Finance Journal. 83, 102268.

Research output: Contribution to journal › Article › peer-review

Strategies for online game publishers to counter third-party cheats

Jhang-Li, J. H. & Robert Chiang, I., 1 Mar 2024, In: Electronic Commerce Research and Applications. 64, 101364.

Research output: Contribution to journal › Article › peer-review

The effect of review visibility and diagnosticity on review helpfulness – An accessibility-diagnosticity theory perspective

Chen, K., Tsai, C. F., Hu, Y. H. & Hu, C. W., Mar 2024, In: Decision Support Systems. 178, 114145.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

The impact of knowledge inertia on process tailoring in the dynamic development of software projects in Chinese industries

Lee, J. C. & Chen, C. Y., Jan 2024, In: Information and Software Technology. 165, 107337.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

The Influence of Media Capabilities on Knowledge Contribution in Online Communities

Liao, G. Y., Huang, T. L., Dennis, A. R. & Teng, C. I., Mar 2024, In: Information Systems Research. 35, 1, p. 165-183 19 p.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

The Pareto type I joint frailty-copula model for clustered bivariate survival data

Lin, Y. H., Sun, L. H., Tseng, Y. J. & Emura, T., 2024, In: Communications in Statistics - Simulation and Computation. 53, 4, p. 2006-2030 25 p.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

The study of social commerce in Generation Z context: the role of social support and privacy risk

Tseng, H. T., Jia, S., Nisar, T. M., Hajli, N. & Shabbir, H., 2024, (Accepted/In press) In: Information Technology and People.

Research output: Contribution to journal › Article › peer-review

Tomorrow will be better: Gamers’ expectation and game usage

Huang, T. L., Liao, G. Y., Cheng, T. C. E., Chen, W. X. & Teng, C. I., Feb 2024, In: Computers in Human Behavior. 151, 108021.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Transforming outcome expectations into retention among hospital nurses: A cross-sectional study

Huang, T. L., Chang, H. Y., Huang, M., Wong, A. M. K., Yu, W. P., Cheng, T. C. E. & Teng, C. I., Dec 2024, In: Journal of Advanced Nursing. 80, 12, p. 4911-4920 10 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Two-stage procedure for transportation mode detection based on sighting data

Chen, H. K., Ho, H. C., Wu, L. Y., Lee, I. & Chou, H. W., 2024, In: Transportmetrica A: Transport Science. 20, 1, p. 1-35 35 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Using personalized next session to improve session-based recommender systems

Chen, Y. L., Wu, C. C. & Shih, P. C., Apr 2024, In: Journal of Supercomputing. 80, 6, p. 7369-7398 30 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2023

A cross-platform recommendation system from Facebook to Instagram

Chang, C. L., Chen, Y. L. & Li, J. S., 24 May 2023, In: Electronic Library. 41, 2-3, p. 264-285 22 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

A deep multi-embedding model for mobile application recommendation

Liu, Y. H., Chen, Y. L. & Chang, P. Y., Oct 2023, In: Decision Support Systems. 173, 114011.

Research output: Contribution to journal › Article › peer-review

7 Scopus citations

A Fragile Watermarking Method for Content-Authentication of H.264-AVC Video

Farfoura, M. E., Khashan, O. A., Omar, H., Alshamaila, Y., Karim, N. A., Tseng, H. T. & Alshinwan, M., May 2023, In: Journal of Internet Services and Information Security. 13, 2, p. 211-232 22 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

An adaptive growing grid model for a non-stationary environment

Hung, C., Wermter, S., Chi, Y. L. & Tsai, C. F., 14 Sep 2023, In: Neurocomputing. 550, 126405.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

An analysis of Chinese nursing electronic medical records to predict violence in psychiatric inpatients using text mining and machine learning techniques

Hu, Y. H., Hung, J. H., Hu, L. Y., Huang, S. Y. & Shen, C. C., Jun 2023, In: PLoS ONE. 18, 6 June, e0286347.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Scopus citations

An analysis of reward mechanism and knowledge sharing for crowdsourcing-based open innovation contest

Jhang-Li, J. H. & Chiang, I. R., 2023, (Accepted/In press) In: Kybernetes.

Research output: Contribution to journal › Article › peer-review

Applying deep learning to predict SST variation and tropical cyclone patterns that influence coral bleaching

Lin, Y. C., Feng, S. N., Lai, C. Y., Tseng, H. T. & Huang, C. W., Nov 2023, In: Ecological Informatics. 77, 102261.

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

Automatic Speaker Positioning in Meetings Based on YOLO and TDOA

Hsieh, C. C., Lu, M. R. & Tseng, H. T., Jul 2023, In: Sensors (Switzerland). 23, 14, 6250.

Research output: Contribution to journal › Article › peer-review

Open Access

Building a social media community around your brand: the moderating role of firm engagement tactics

Chou, E. Y. & Lin, C. Y., 2023, In: Journal of Marketing Management. 39, 7-8, p. 702-734 33 p.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Combining data discretization and missing value imputation for incomplete medical datasets

Huang, M. W., Tsai, C. F., Tsui, S. C. & Lin, W. C., Nov 2023, In: PLoS ONE. 18, 11 November, e0295032.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Department of Information Management

Research output

Search results