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  • Huan Liu

#metoo through the lens of social media

Manikonda, L., Beigi, G., Kambhampati, S. & Liu, H., Jan 1 2018, Social, Cultural, and Behavioral Modeling - 11th International Conference, SBP-BRiMS 2018, Proceedings. Bisgin, H., Thomson, R., Hyder, A. & Dancy, C. (eds.). Springer Verlag, p. 104-110 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10899 LNCS).

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

7 Scopus citations

#suicidal - A multipronged approach to identify and explore suicidal ideation in twitter

Sinha, P. P., Mahata, D., Mishra, R., Shah, R. R., Sawhney, R. & Liu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 941-950 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

10 bits of surprise: Detecting malicious users with minimum information

Zafarani, R. & Liu, H., Oct 17 2015, International Conference on Information and Knowledge Management, Proceedings. Association for Computing Machinery, Vol. 19-23-Oct-2015. p. 423-431 9 p.

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

18 Scopus citations

5 sources of clickbaits you should know! Using synthetic clickbaits to improve prediction and distinguish between bot-generated and human-written headlines

Le, T., Shu, K., Molina, M. D., Lee, D., Shyam Sundar, S. & Liu, H., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 33-40 8 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

1 Scopus citations

A behavior analytics approach to identifying tweets from crisis regions

Kumar, S., Hu, X. & Liu, H., Jan 1 2014, HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, p. 255-260 6 p. (HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media).

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

23 Scopus citations

Academic Team Formulation Based on Liebig's Barrel: Discovery of Anticask Effect

Yu, S., Xia, F. & Liu, H., Oct 2019, In : IEEE Transactions on Computational Social Systems. 6, 5, p. 1083-1094 12 p., 8736490.

Research output: Contribution to journalArticle

3 Scopus citations

ActNeT: Active learning for networked texts in microblogging

Hu, X., Tang, J., Gao, H. & Liu, H., Jan 1 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Parthasarathy, S., Ghosh, J., Zhou, Z-H., Dy, J., Obradovic, Z. & Kamath, C. (eds.). Siam Society, p. 306-314 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

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

14 Scopus citations

ActNeT: Active learning for networked texts in microblogging

Hu, X., Tang, J., Gao, H. & Liu, H., 2013, SIAM International Conference on Data Mining 2013, SMD 2013. Society for Industrial and Applied Mathematics Publications, p. 306-314 9 p.

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

Adaptive implicit friends identification over heterogeneous network for social recommendation

Yu, J., Gao, M., Li, J., Yin, H. & Liu, H., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 357-366 10 p.

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

11 Scopus citations

Adaptive spammer detection with sparse group modeling

Wu, L., Hu, X., Morstatter, F. & Liu, H., 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI Press, p. 319-326 8 p.

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

18 Scopus citations

Adaptive unsupervised feature selection on attributed networks

Li, J., Guo, R., Liu, C. & Liu, H., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 92-100 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

5 Scopus citations

Addressing the cold-start problem in location recommendation using geo-social correlations

Gao, H., Tang, J. & Liu, H., Jan 1 2014, In : Data Mining and Knowledge Discovery. 29, 2, p. 299-323 25 p.

Research output: Contribution to journalArticle

40 Scopus citations

A dilemma in assessing stability of feature selection algorithms

Alelyani, S., Zhao, Z. & Liu, H., Nov 24 2011, Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 - Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011. p. 701-707 7 p. 6063062. (Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 -Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011).

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

27 Scopus citations

A hierarchical word-merging algorithm with class separability measure

Wang, L., Zhou, L., Shen, C., Liu, L. & Liu, H., Mar 1 2014, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 3, p. 417-435 19 p., 6731380.

Research output: Contribution to journalArticle

12 Scopus citations

A Local SVD Framework for Stable Feature Selection for Clustering

Alelyani, S. & Liu, H., Oct 19 2015, Proceedings - 2015 IEEE 16th International Conference on Information Reuse and Integration, IRI 2015. Institute of Electrical and Electronics Engineers Inc., p. 236-243 8 p. 7300983

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

Am i more similar to my followers or followees? Analyzing homophily effect in directed social networks

Abbasi, M. A., Zafarani, R., Tang, J. & Liu, H., Jan 1 2014, HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, p. 200-205 6 p. (HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media).

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

4 Scopus citations

Analyzing behavior of the influential across social media

Agarwal, N., Kumar, S., Gao, H., Zafarani, R. & Liu, H., Jan 1 2012, Behavior Computing: Modeling, Analysis, Mining and Decision. Springer-Verlag London Ltd, p. 3-19 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Scopus citations

Analyzing twitter data

Kumar, S., Morstatter, F. & Liu, H., Jan 1 2014, SpringerBriefs in Computer Science. 9781461493716 ed. Springer, p. 35-48 14 p. (SpringerBriefs in Computer Science; no. 9781461493716).

Research output: Chapter in Book/Report/Conference proceedingChapter

Analyzing twitter data

Kumar, S., Morstatter, F. & Liu, H., Jan 1 2015, Twitter: A Digital Socioscope. Cambridge University Press, p. 21-51 31 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Scopus citations

An efficient privacy preserving location based service system

Zhao, X., Gao, H., Li, L., Liu, H. & Xue, G., Feb 9 2015, 2014 IEEE Global Communications Conference, GLOBECOM 2014. Institute of Electrical and Electronics Engineers Inc., p. 576-581 6 p. 7036869

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

2 Scopus citations

A new approach to bot detection: Striking the balance between precision and recall

Morstatter, F., Wu, L., Nazer, T. H., Carley, K. M. & Liu, H., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 533-540 8 p. 7752287

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

60 Scopus citations

A novel approach to hyperspectral band selection based on spectral shape similarity analysis and fast branch and bound search

Li, S., Qiu, J., Yang, X., Liu, H., Wan, D. & Zhu, Y., Jan 1 2014, In : Engineering Applications of Artificial Intelligence. 27, p. 241-250 10 p.

Research output: Contribution to journalArticle

34 Scopus citations

A novel measure for coherence in statistical topic models

Morstatter, F. & Liu, H., Jan 1 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers. Association for Computational Linguistics (ACL), p. 543-548 6 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers).

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

Open Access
4 Scopus citations

A novel symbolic aggregate approximation for time series

Yu, Y., Zhu, Y., Wan, D., Liu, H. & Zhao, Q., Jan 1 2019, Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication, IMCOM 2019. Ismail, R., Choo, H. & Lee, S. (eds.). Springer Verlag, p. 805-822 18 p. (Advances in Intelligent Systems and Computing; vol. 935).

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

1 Scopus citations

An overview of sentiment analysis in social media and its applications in disaster relief

Beigi, G., Hu, X., Maciejewski, R. & Liu, H., 2016, Studies in Computational Intelligence. Springer Verlag, Vol. 639. p. 313-340 28 p. (Studies in Computational Intelligence; vol. 639).

Research output: Chapter in Book/Report/Conference proceedingChapter

45 Scopus citations

An unsupervised feature selection framework for social media data

Tang, J. & Liu, H., Dec 1 2014, In : IEEE Transactions on Knowledge and Data Engineering. 26, 12, p. 2914-2927 14 p., 6807781.

Research output: Contribution to journalArticle

40 Scopus citations

A study of reddit-user's response to rape

Kamarudin, N. S., Rakesh, V., Beigi, G., Manikouda, L. & Liu, H., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 591-592 2 p. 8508855

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

A survey of signed network mining in social media

Tang, J., Chang, Y., Aggarwal, C. & Liu, H., Sep 2016, In : ACM Computing Surveys. 49, 3, 42.

Research output: Contribution to journalArticle

94 Scopus citations

A tool for assisting provenance search in social media

Ranganath, S., Gundecha, P. & Liu, H., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 2517-2520 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

5 Scopus citations

A tool for collecting provenance data in social media

Gundecha, P., Ranganath, S., Feng, Z. & Liu, H., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). Association for Computing Machinery, p. 1462-1465 4 p. 2487713. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).

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

15 Scopus citations

Attributed network embedding for learning in a dynamic environment

Li, J., Dani, H., Hu, X., Tang, J., Chang, Y. & Liu, H., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 387-396 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

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

77 Scopus citations

Attributed signed network embedding

Wang, S., Aggarwal, C., Tang, J. & Liu, H., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 137-146 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

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

30 Scopus citations

Beyond news contents: The role of social context for fake news detection

Shu, K., Wang, S. & Liu, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 312-320 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

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

23 Scopus citations

Beyond word2vec: Distance-graph tensor factorization for word and document embeddings

Wang, S., Aggarwal, C. & Liu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1041-1050 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

Bigscholar'17 chairs' welcome

Xia, F., King, I., Liu, H. & Wang, K., Jan 1 2019, In : 26th International World Wide Web Conference 2017, WWW 2017 Companion. p. 1197-1198 2 p.

Research output: Contribution to journalEditorial

Bigscholar 2019: The 6th workshop on big scholarly data

Xia, F., King, I., Liu, H. & Wang, K., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3003-3004 2 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

Bot detection: Will focusing on recall cause overall performance deterioration?

H. Nazer, T., Davis, M., Karami, M., Akoglu, L., Koelle, D. & Liu, H., Jan 1 2019, Social, Cultural, and Behavioral Modeling - 12th International Conference, SBP-BRiMS 2019, Proceedings. Thomson, R., Dancy, C., Hyder, A. & Bisgin, H. (eds.). Springer Verlag, p. 39-49 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11549 LNCS).

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

1 Scopus citations

Bridge enhanced signed directed network embedding

Chen, Y., Qian, T., Liu, H. & Sun, K., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 773-782 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

1 Scopus citations

CCCloud: Context-aware and credible cloud service selection based on subjective assessment and objective assessment

Qu, L., Wang, Y., Orgun, M. A., Liu, L., Liu, H. & Bouguettaya, A., May 1 2015, In : IEEE Transactions on Services Computing. 8, 3, p. 369-383 15 p., 7060708.

Research output: Contribution to journalArticle

39 Scopus citations

Cell analytics in compound hit selection of bacterial inhibitors

Trevino, R. P., Kawamoto, S. A., Lamkin, T. J. & Liu, H., Dec 22 2015, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Institute of Electrical and Electronics Engineers Inc., p. 1037-1042 6 p. 7363857

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

2 Scopus citations

Challenges of Feature Selection for Big Data Analytics

Li, J. & Liu, H., Mar 1 2017, In : IEEE Intelligent Systems. 32, 2, p. 9-15 7 p., 7887649.

Research output: Contribution to journalArticle

64 Scopus citations

CLARE: A joint approach to label classification and tag recommendation

Wang, Y., Wang, S., Tang, J., Qi, G., Liu, H. & Li, B., 2017, 31st AAAI Conference on Artificial Intelligence, AAAI 2017. AAAI press, p. 210-216 7 p.

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

18 Scopus citations

Cloud Information Retrieval: Model Description and Scheme Design

Yang, Z., Tang, J. & Liu, H., Jan 29 2018, In : IEEE Access. 6, p. 15420-15430 11 p.

Research output: Contribution to journalArticle

5 Scopus citations

Collaborative filtering via different preference structures

Liu, S., Pang, N., Xu, G. & Liu, H., Jan 1 2017, Knowledge Science, Engineering and Management - 10th International Conference, KSEM 2017, Proceedings. Zhang, Z., Ge, Y., Jin, Z., Li, G. & Blumenstein, M. (eds.). Springer Verlag, p. 309-321 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10412 LNAI).

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

Community cores: Removing size bias from community detection

Jones, I., Wang, R., Han, J. & Liu, H., 2016, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, p. 603-606 4 p.

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

Community detection via heterogeneous interaction analysis

Tang, L., Wang, X. & Liu, H., Jul 1 2012, In : Data Mining and Knowledge Discovery. 25, 1, p. 1-33 33 p.

Research output: Contribution to journalArticle

126 Scopus citations

Connecting users across social media sites: A behavioral-modeling approach

Zafarani, R. & Liu, H., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F128815. p. 41-49 9 p. 2487648

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

204 Scopus citations

Connecting users with similar interests via tag network inference

Wang, X., Liu, H. & Fan, W., Dec 13 2011, CIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. p. 1019-1024 6 p. (International Conference on Information and Knowledge Management, Proceedings).

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

13 Scopus citations

Content-aware point of interest recommendation on location-based social networks

Gao, H., Tang, J., Hu, X. & Liu, H., Jun 1 2015, Proceedings of the National Conference on Artificial Intelligence. AI Access Foundation, Vol. 3. p. 1721-1727 7 p.

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

181 Scopus citations

Context-aware experience extraction from online health forums

Liu, Y., Chen, Y., Tang, J. & Liu, H., Dec 8 2015, Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015. Institute of Electrical and Electronics Engineers Inc., p. 42-47 6 p. 7349672

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

5 Scopus citations