Cheng-Te Li

Assistant Professor

  • 516 Citations
  • 12 h-Index
20072020
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Research Output 2007 2019

2019
1 Citation (Scopus)

An active learning-based approach for location-aware acquaintance inference

Chen, B. H., Li, C-T., Chuang, K-T., Pang, J. & Zhang, Y., 2019 Jun 4, In : Knowledge and Information Systems. 59, 3, p. 539-569 31 p.

Research output: Contribution to journalArticle

Labeling
Recommender systems
Mobile devices
Feedback
Sensors
1 Citation (Scopus)
Tie
Social Networks
Feature Modeling
Mobile devices
Energy conservation

Marine: Multi-relational network embeddings with relational proximity and node attributes

Feng, M. H., Hsu, C. C., Li, C-T., Yeh, M. Y. & Lin, S. D., 2019 May 13, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 470-479 10 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Labels
Experiments

Mentor-spotting: recommending expert mentors to mentees for live trouble-shooting in Codementor

Li, C-T., 2019 Jan 1, (Accepted/In press) In : Knowledge and Information Systems. 61, 2, p. 799-820 22 p.

Research output: Contribution to journalArticle

Supervised learning
Innovation
Availability

Temporal popularity prediction of locations for geographical placement of retail stores

Hsieh, H-P., Lin, F., Li, C-T., Yen, I. E. H. & Chen, H. Y., 2019 Jan 1, (Accepted/In press) In : Knowledge and Information Systems.

Research output: Contribution to journalArticle

Retail stores
Supervised learning
Profitability
Interpolation
1 Citation (Scopus)

Towards a more reliable privacy-preserving recommender system

Jiang, J. Y., Li, C-T. & Lin, S. D., 2019 May 1, In : Information sciences. 482, p. 248-265 18 p.

Research output: Contribution to journalArticle

Collaborative filtering
Privacy Preserving
Recommender Systems
Recommender systems
Privacy

Who should I invite: predicting event participants for a host user

Jiang, J. Y. & Li, C-T., 2019 Jun 4, In : Knowledge and Information Systems. 59, 3, p. 629-650 22 p.

Research output: Contribution to journalArticle

Factorization
Internet
Costs
Experiments
2018

A check-in shielding scheme against acquaintance inference in location-based social networks

Chen, B. H., Li, C-T. & Chuang, K-T., 2018 Jan 1, (Accepted/In press) In : World Wide Web.

Research output: Contribution to journalArticle

Shielding
Experiments
Partial Least Squares Regression
Recommender systems
Recommendations
Recommender Systems
Factorization
4 Citations (Scopus)

An ensemble of retrieval-based and generation-based human-computer conversation systems

Song, Y., Li, C-T., Nie, J. Y., Zhang, M., Zhao, D. & Yan, R., 2018 Jan 1, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 4382-4388 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

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

Computer systems
Neural networks
Processing
7 Citations (Scopus)

Forecasting participants of information diffusion on social networks with its applications

Li, C-T., Lin, Y. J. & Yeh, M. Y., 2018 Jan 1, In : Information sciences. 422, p. 432-446 15 p.

Research output: Contribution to journalArticle

Information Diffusion
Social Networks
Forecasting
Marketing
Social Networking

Identifying users behind shared accounts in online streaming services

Jiang, J. Y., Li, C-T., Chen, Y. & Wang, W., 2018 Jun 27, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. Association for Computing Machinery, Inc, p. 65-74 10 p. (41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018).

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

Unsupervised learning
Recommender systems
Metadata
Identification (control systems)
Quality of service

Message from the General Co-Chairs and Program Co-Chairs: TAAI 2017

Shan, M. K., Lin, S. D., Cheng, P. J., Yeh, M. Y., Yang, D. N., Li, C-T. & Chuang, K-T., 2018 May 9, In : Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017. p. ix

Research output: Contribution to journalEditorial

1 Citation (Scopus)

On route planning by inferring visiting time, modeling user preferences, and mining representative trip patterns

Li, C-T., Chen, H. Y., Chen, R. H. & Hsieh, H-P., 2018 Sep 1, In : Knowledge and Information Systems. 56, 3, p. 581-611 31 p.

Research output: Contribution to journalArticle

Planning
Location based services
Experiments

Predictive team formation analysis via feature representation learning on social networks

Ting, L. P. Y., Li, C-T. & Chuang, K-T., 2018 Jan 1, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Webb, G. I., Phung, D., Ganji, M., Rashidi, L., Tseng, V. S. & Ho, B. (eds.). Springer Verlag, p. 790-802 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10939 LNAI).

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

Social Networks
Defects
Experiments
Prediction
Learning
1 Citation (Scopus)

PSEISMIC: A personalized self-exciting point process model for predicting tweet popularity

Chen, H. Y. & Li, C-T., 2018 Jan 12, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Obradovic, Z., Baeza-Yates, R., Kepner, J., Nambiar, R., Wang, C., Toyoda, M., Suzumura, T., Hu, X., Cuzzocrea, A., Baeza-Yates, R., Tang, J., Zang, H., Nie, J-Y. & Ghosh, R. (eds.). Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 2710-2713 4 p.

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

Memory Kernel
Point Process
Process Model
Data storage equipment
Social Networking
4 Citations (Scopus)
Social Structure
Flock
social structure
Social Networks
social network
1 Citation (Scopus)

Team formation with influence maximization for influential event organization on social networks

Li, C-T., Huang, M. Y. & Yan, R., 2018 Jul 1, In : World Wide Web. 21, 4, p. 939-959 21 p.

Research output: Contribution to journalArticle

Heuristic methods
Communication
Labels
Costs
Experiments
2017

Influence maximization-based event organization on social networks

Li, C-T., 2017 Jan 1, Personal Analytics and Privacy: An Individual and Collective Perspective - 1st International Workshop, PAP 2017, Held in Conjunction with ECML PKDD 2017, Revised Selected Papers. Guidotti, R., Monreale, A., Pedreschi, D. & Abiteboul, S. (eds.). Springer Verlag, p. 155-158 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10708 LNCS).

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

Social Networks
Heuristic methods
Communication
Labels
Costs
2 Citations (Scopus)

Modeling city locations as complex networks: An initial study

Zhou, L., Zhang, Y., Pang, J. & Li, C-T., 2017 Jan 1, In : Studies in Computational Intelligence. 693, p. 735-747 13 p.

Research output: Contribution to journalArticle

Complex networks

Understanding Foursquare venue popularity in Taiwan and a comparative study with the USA

Baowaly, M. K., Podder, U. & Li, C-T., 2017 Feb 21, 19th International Conference on Computer and Information Technology, ICCIT 2016. Institute of Electrical and Electronics Engineers Inc., p. 48-55 8 p. 7860166

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

Industry
2016
7 Citations (Scopus)

Analyzing social event participants for a single organizer

Jiang, J. Y. & Li, C-T., 2016 Jan 1, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, p. 599-602 4 p. (Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016).

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

4 Citations (Scopus)

Chinese couplet generation with neural network structures

Yan, R., Li, C-T., Hu, X. & Zhang, M., 2016 Jan 1, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. Association for Computational Linguistics (ACL), p. 2347-2357 11 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers; vol. 4).

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

neural network
language
cultural heritage
semantics
China
10 Citations (Scopus)

Exploiting concept drift to predict popularity of social multimedia in microblogs

Li, C-T., Shan, M. K., Jheng, S. H. & Chou, K. C., 2016 Apr 20, In : Information sciences. 339, p. 310-331 22 p.

Research output: Contribution to journalArticle

Concept Drift
Multimedia
Predict
Classifiers
Information Diffusion

Forecasting Geo-sensor data with participatory sensing based on dropout neural network

Jiang, J. Y. & Li, C-T., 2016 Oct 24, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2033-2036 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

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

Neural networks
Drop out
Sensor
Volunteers
Air quality
3 Citations (Scopus)

Socialized language model smoothing via bi-directional influence propagation on social networks

Yan, R., Li, C-T., Hsieh, H-P., Hu, P., Hu, X. & He, T., 2016 Jan 1, 25th International World Wide Web Conference, WWW 2016. International World Wide Web Conferences Steering Committee, p. 1395-1405 11 p. (25th International World Wide Web Conference, WWW 2016).

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

Websites
Learning algorithms
Experiments

Who will respond to your requests for instant trouble-shooting?

Hsu, K. H., Li, C-T. & Tseng, C. L., 2016 Jan 1, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, p. 591-594 4 p. (Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016).

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

Availability

Will I win your favor? Predicting the success of altruistic requests

Hsieh, H-P., Yan, R. & Li, C-T., 2016 Jan 1, Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, PAKDD 2016, Proceedings. Wang, R., Bailey, J., Washio, T., Huang, J. Z., Khan, L. & Dobbie, G. (eds.). Springer Verlag, p. 177-188 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9651).

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

Predictors
Graph in graph theory
Labels
Centrality
Large Set
2015
1 Citation (Scopus)

Automatic generation of visual story for fairy tales with digital narrative

Li, C-T., Huang, C. J. & Shan, M. K., 2015 Jul 1, In : Web Intelligence and Agent Systems. 13, 2, p. 115-122 8 p.

Research output: Contribution to journalArticle

Visualization
2 Citations (Scopus)

Dissecting urban noises from heterogeneous geo-social media and sensor data

Hsieh, H-P., Yan, R. & Li, C-T., 2015 Oct 13, MM 2015 - Proceedings of the 2015 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 1103-1106 4 p. (MM 2015 - Proceedings of the 2015 ACM Multimedia Conference).

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

Sensors
Noise pollution
Social aspects
Acoustic waves
7 Citations (Scopus)

Estimating potential customers anywhere and anytime based on location-based social networks

Hsieh, H-P., Li, C-T. & Lin, S. D., 2015 Jan 1, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015. Costa, V. S., Soares, C., Appice, A., Appice, A., Rodrigues, P. P., Costa, V. S., Soares, C., Gama, J., Jorge, A., Rodrigues, P. P., Gama, J., Costa, V. S., Jorge, A., Appice, A., Rodrigues, P. P., Gama, J., Appice, A., Soares, C., Jorge, A., Gama, J., Rodrigues, P. P., Costa, V. S., Soares, C. & Jorge, A. (eds.). Springer Verlag, p. 576-592 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9285).

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

Retail stores
Social Networks
Customers
Query
Sensor
2 Citations (Scopus)

Geo-social media analytics

Li, C-T. & Hsieh, H-P., 2015 May 18, WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 1533-1534 2 p. (WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web).

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

World Wide Web
Semantic Web
Internet
Economics
Industry

Identifying smallest unique subgraphs in a heterogeneous social network

Wang, Y. K., Chen, W. M., Li, C-T. & Lin, S. D., 2015 Dec 22, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Luo, F., Ogan, K., Zaki, M. J., Haas, L., Ooi, B. C., Kumar, V., Rachuri, S., Pyne, S., Ho, H., Hu, X., Yu, S., Hsiao, M. H-I. & Li, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 757-766 10 p. 7363820. (Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015).

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

Heuristic methods
Computational complexity
3 Citations (Scopus)

I see you: Person-of-interest search in social networks

Hsieh, H-P., Li, C-T. & Yan, R., 2015 Aug 9, SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 839-842 4 p. (SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

Labels
Experiments
2 Citations (Scopus)

Measuring and recommending time-sensitive routes from location-based data

Hsieh, H-P., Li, C-T. & Lin, S. D., 2015 Jan 1, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 4193-4196 4 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

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

Location based services
Experiments
3 Citations (Scopus)

Mining location-based social networks for criminal activity prediction

Huang, Y. Y., Li, C-T. & Jeng, S. K., 2015 Dec 2, 2015 24th Wireless and Optical Communication Conference, WOCC 2015. Institute of Electrical and Electronics Engineers Inc., p. 185-189 5 p. 7346202. (2015 24th Wireless and Optical Communication Conference, WOCC 2015).

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

Crime
Zoning
18 Citations (Scopus)

On team formation with expertise query in collaborative social networks

Li, C-T., Shan, M. K. & Lin, S. D., 2015 Feb 1, In : Knowledge and Information Systems. 42, 2, p. 441-463 23 p.

Research output: Contribution to journalArticle

Communication
Costs
7 Citations (Scopus)

Opportunities or risks to reduce labor in crowdsourcing translation? Characterizing cost versus quality via a PageRank-HITS hybrid model

Yan, R., Song, Y., Li, C-T., Zhang, M. & Hu, X., 2015 Jan 1, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 1025-1032 8 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

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

Personnel
Costs
Experiments
4 Citations (Scopus)

Tackling the achilles heel of social networks: Influence propagation based language model smoothing

Yan, R., Yen, I. E. H., Li, C-T., Zhao, S. & Hu, X., 2015 May 18, WWW 2015 - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 1318-1328 11 p. (WWW 2015 - Proceedings of the 24th International Conference on World Wide Web).

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

T-gram: A time-aware language model to predict human mobility

Hsieh, H-P., Li, C-T. & Gao, X., 2015 Jan 1, Proceedings of the 9th International Conference on Web and Social Media, ICWSM 2015. AAAI Press, p. 614-617 4 p. (Proceedings of the 9th International Conference on Web and Social Media, ICWSM 2015).

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

Experiments
8 Citations (Scopus)

The roles of network communities in social information diffusion

Li, C-T., Lin, Y. J. & Yeh, M. Y., 2015 Dec 22, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Luo, F., Ogan, K., Zaki, M. J., Haas, L., Ooi, B. C., Kumar, V., Rachuri, S., Pyne, S., Ho, H., Hu, X., Yu, S., Hsiao, M. H-I. & Li, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 391-400 10 p. 7363780. (Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015).

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

Supervised learning
1 Citation (Scopus)

Trend-based citation count prediction for research articles

Li, C-T., Lin, Y. J., Yan, R. & Yeh, M. Y., 2015 Jan 1, Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Proceedings. Ho, T-B., Motoda, H., Motoda, H., Lim, E-P., Cao, T., Cheung, D. & Zhou, Z-H. (eds.). Springer Verlag, p. 659-671 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9077).

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

Citations
Count
Prediction
Burst
Miners

Trip router: A time-sensitive route recommender system

Hsieh, H-P., Li, C-T. & Lin, S. D., 2015 Jan 26, In : IEEE International Conference on Data Mining Workshops, ICDMW. 2015-January, January, p. 1207-1210 4 p., 7022735.

Research output: Contribution to journalConference article

Recommender systems
Routers
Location based services
Experiments
2 Citations (Scopus)

What makes New York so noisy? Reasoning noise pollution by mining multimodal geo-social big data

Hsieh, H-P., Yen, T. C. & Li, C-T., 2015 Oct 13, MM 2015 - Proceedings of the 2015 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 181-184 4 p. (MM 2015 - Proceedings of the 2015 ACM Multimedia Conference).

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

Noise pollution
Chemical analysis
Acoustic noise
Visualization
Acoustic waves
11 Citations (Scopus)

Where you go reveals who you know: Analyzing social ties from millions of footprints

Hsieh, H-P., Yan, R. & Li, C-T., 2015 Oct 17, CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1839-1842 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 19-23-Oct-2015).

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

Social ties
Co-location
Linkage
Experiment
Correlates
2014
12 Citations (Scopus)

Automatic recipe cuisine classification by ingredients

Su, H., Lin, T. W., Li, C-T., Shan, M. K. & Chang, J., 2014 Jan 1, UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Association for Computing Machinery, Inc, p. 565-570 6 p. (UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing).

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

Cooking
Labeling
Support vector machines
5 Citations (Scopus)

Inferring social relationships from mobile sensor data

Hsieh, H-P. & Li, C-T., 2014 Apr 7, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 293-294 2 p. (WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web).

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

Sensors
Wireless networks
Energy conservation
Experiments
1 Citation (Scopus)

Inferring visiting time distributions of locations from incomplete check-in data

Hsieh, H-P. & Li, C-T., 2014 Apr 7, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 295-296 2 p. (WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web).

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

Location based services
Miners
Labels
Experiments
14 Citations (Scopus)

Mining and planning time-aware routes from check-in data

Hsieh, H-P. & Li, C-T., 2014 Nov 3, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 481-490 10 p. (CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management).

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

Planning
Location based services
Recommender systems
Experiments

Mining time-aware transit patterns for route recommendation in big check-in data

Hsieh, H-P. & Li, C-T., 2014 Jan 1, Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA, Revised Selected Papers. Peng, W-C., Wang, H., Zhou, Z-H., Ho, T. B., Tseng, V. S., Chen, A. L. P. & Bailey, J. (eds.). Springer Verlag, p. 818-830 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8643).

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

Mining
Recommendations
Location based services
Accumulate
Graph in graph theory