College of Information Sciences and Technology

  • United States

Research Output 1976 2020

2019
3 Citations (Scopus)

Exploring social recommendations with visual diversity-promoting interfaces

Tsai, C. H. & Brusilovsky, P., Oct 2019, In : ACM Transactions on Interactive Intelligent Systems. 10, 1, 5.

Research output: Contribution to journalArticle

Recommender systems

Exploring task-agnostic, ShapeNet-based object recognition for mobile robots

Chiatti, A., Bardaro, G., Bastianelli, E., Tiddi, I., Mitra, P. & Motta, E., Jan 1 2019, In : CEUR Workshop Proceedings. 2322

Research output: Contribution to journalConference article

Object recognition
Mobile robots
Color matching
Knowledge acquisition
Scalability

Exploring the relationship between game content and culture-based toxicity

Sengün, S., Salminen, J., Mawhorter, P., Soon-Gyo, J. & Jansen, B. J., Sep 12 2019, HT 2019 - Proceedings of the 30th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 87-95 9 p. (HT 2019 - Proceedings of the 30th ACM Conference on Hypertext and Social Media).

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

Open Access
Toxicity
Servers

Exploring user-controlled hybrid recommendation in conference contexts

Tsai, C. H., Rahdari, B. & Brusilovsky, P., Jan 1 2019, In : CEUR Workshop Proceedings. 2327

Research output: Contribution to journalConference article

Recommender systems
Electric fuses
User interfaces

Fairness in algorithmic decision making: An excursion through the lens of causality

Khademi, A., Foley, D., Lee, S. & Honavar, V., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2907-2914 8 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Lenses
Decision making

Field experience with obfuscating million-user iOS apps in large enterprise mobile development

Wang, P., Wu, D., Chen, Z. & Wei, T., Feb 1 2019, In : Software - Practice and Experience. 49, 2, p. 252-273 22 p.

Research output: Contribution to journalArticle

Application programs
Industry
Reverse engineering
Ecosystems
Software engineering

Flexible inference for cyberbully incident detection

Zhong, H., Miller, D. J. & Squicciarini, A., Jan 1 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Brefeld, U., Marascu, A., Pinelli, F., Curry, E., MacNamee, B., Hurley, N., Daly, E. & Berlingerio, M. (eds.). Springer Verlag, p. 356-371 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

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

Neural networks
Sorting
Output
Neural Network Model
Social Networks

FriendGuard: A friend search engine with guaranteed friend exposure degree

Morris, J., Lin, D. & Squicciarini, A., May 28 2019, SACMAT 2019 - Proceedings of the 24th ACM Symposium on Access Control Models and Technologies. Association for Computing Machinery, p. 37-48 12 p. (Proceedings of ACM Symposium on Access Control Models and Technologies, SACMAT).

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

Search engines
3 Citations (Scopus)

Gated attentive-autoencoder for content-aware recommendation

Ma, C., Kang, P., Wu, B., Wang, Q. & Liu, X., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 519-527 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

Recommender systems
Mobile devices
Hardness
Internet
Feedback

Gatekeeper: Quantifying the Impacts of Service to the Scientific Community

Krepshaw, S. & Lee, D., Jan 1 2019, Digital Libraries for Open Knowledge - 23rd International Conference on Theory and Practice of Digital Libraries, TPDL 2019, Proceedings. Doucet, A., Isaac, A., Golub, K., Aalberg, T. & Jatowt, A. (eds.). Springer Verlag, p. 123-135 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11799 LNCS).

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

Digital libraries
Digital Libraries
Quantify
Citation Analysis
Computer science

Gone viral: Content characteristics and relative quality of highly shared school psychology-related content on Pinterest

Hall, C. M., Breeden, N. C. & Giacobe, N. A., Jun 1 2019, In : Psychology in the Schools. 56, 6, p. 959-976 18 p.

Research output: Contribution to journalArticle

psychology
Psychology
Social Media
Autistic Disorder
Practice Guidelines
1 Citation (Scopus)

Graph convolutional networks with eigenpooling

Ma, Y., Aggarwal, C. C., Wang, S. & Tang, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 723-731 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Neural networks
Mathematical operators
Fourier transforms
Deep neural networks

Hierarchical clustering for discrimination discovery: A top-down approach

Nasiriani, N., Squicciarini, A., Saldanha, Z., Goel, S. & Zannone, N., Jun 1 2019, Proceedings - IEEE 2nd International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2019. Institute of Electrical and Electronics Engineers Inc., p. 187-194 8 p. 8791737. (Proceedings - IEEE 2nd International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2019).

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

Decision making
Learning systems
Labels
Top-down approach
Discrimination

How do distance learners connect? Shared identity, focused work and future possibilities

Sun, N., Wang, X. & Rosson, M. B., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

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

1 Citation (Scopus)

How gullible are you? predicting susceptibility to fake news

Shen, T. J., Cowell, R., Gupta, A., Le, T., Yadav, A. & Lee, D., Jun 26 2019, WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science. Association for Computing Machinery, Inc, p. 287-288 2 p. (WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science).

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

Open Access

How professionals support amateurs' creativity within the brewing community

Knearem, T., Wang, X. & Carroll, J. M., Nov 9 2019, CSCW 2019 Companion - Conference Companion Publication of the 2019 Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 252-256 5 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

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

Brewing
Beer
2 Citations (Scopus)

Human Factors in the Privacy and Security of the Internet of Things

Chong, I., Xiong, A. & Proctor, R. W., Jul 1 2019, In : Ergonomics in Design. 27, 3, p. 5-10 6 p.

Research output: Contribution to journalArticle

Human engineering
privacy
Internet
hacker
Agglomeration

Identifying cache-based side channels through secret-augmented abstract interpretation

Wang, S., Bao, Y., Liu, X., Wang, P., Zhang, D. & Wu, D., Jan 1 2019, Proceedings of the 28th USENIX Security Symposium. USENIX Association, p. 657-674 18 p. (Proceedings of the 28th USENIX Security Symposium).

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

Scalability
Static analysis
Cryptography

Identifying Privilege Separation Vulnerabilities in IoT Firmware with Symbolic Execution

Yao, Y., Zhou, W., Jia, Y., Zhu, L., Liu, P. & Zhang, Y., Jan 1 2019, Computer Security – ESORICS 2019 - 24th European Symposium on Research in Computer Security, Proceedings. Sako, K., Schneider, S. & Ryan, P. Y. A. (eds.). Springer, p. 638-657 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11735 LNCS).

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

Symbolic Execution
Firmware
Vulnerability
Wi-Fi
Denial of Service
1 Citation (Scopus)

Improving image captioning by leveraging knowledge graphs

Zhou, Y., Sun, Y. & Honavar, V., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 283-293 11 p. 8658870. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

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

Experiments

Influenza-like symptom prediction by analyzing self-reported health status and human mobility behaviors

Ma, F., Zhong, S., Gao, J. & Bian, L., Sep 4 2019, ACM-BCB 2019 - Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics. Association for Computing Machinery, Inc, p. 233-242 10 p. (ACM-BCB 2019 - Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics).

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

Open Access
Human Influenza
Health Status
Support vector machines
Health
Classifiers
6 Citations (Scopus)

Intelligent positive computing with mobile, wearable, and IoT devices: Literature review and research directions

Lee, U., Han, K., Cho, H., Chung, K. M., Hong, H., Lee, S. J., Noh, Y., Park, S. & Carroll, J. M., Feb 2019, In : Ad Hoc Networks. 83, p. 8-24 17 p.

Research output: Contribution to journalArticle

Health
Internet of things

Investigating users' perceptions of light behaviors in smart-speakers

Kunchay, S., Wang, S. & Abdullah, S., Nov 9 2019, CSCW 2019 Companion - Conference Companion Publication of the 2019 Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 262-266 5 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

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

2 Citations (Scopus)

Invisible influence: Artificial intelligence and the ethics of adaptive choice architectures

Susser, D., Jan 27 2019, AIES 2019 - Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery, Inc, p. 403-408 6 p. (AIES 2019 - Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society).

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

Artificial intelligence
Learning systems
Decision making

IoT S&P 2019: 2nd workshop on internet of things security and privacy

Liu, P. & Zhang, Y., Nov 6 2019, CCS 2019 - Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 2713-2714 2 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

Open Access
Security of data
Internet of things
Secure communication
2 Citations (Scopus)

Kepler: Facilitating control-flow hijacking primitive evaluation for linux kernel vulnerabilities

Wu, W., Chen, Y., Xing, X. & Zou, W., Jan 1 2019, Proceedings of the 28th USENIX Security Symposium. USENIX Association, p. 1187-1204 18 p. (Proceedings of the 28th USENIX Security Symposium).

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

Flow control
Linux
4 Citations (Scopus)

Keyword Optimization in Sponsored Search Advertising: A Multilevel Computational Framework

Yang, Y., Jansen, B. J., Yang, Y., Guo, X. & Zeng, D., Jan 1 2019, In : IEEE Intelligent Systems. 34, 1, p. 32-42 11 p., 8613840.

Research output: Contribution to journalArticle

Marketing
Search engines
Experiments

Large scale scene text verification with guided attention

He, D., Li, Y., Gorban, A., Heath, D., Ibarz, J., Yu, Q., Kifer, D. & Giles, C. L., Jan 1 2019, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Jawahar, C. V., Schindler, K., Mori, G. & Li, H. (eds.). Springer Verlag, p. 260-275 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11365 LNCS).

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

Industry
Strings
Text
Annotation
Framework
1 Citation (Scopus)

Learned Neural Iterative Decoding for Lossy Image Compression Systems

Ororbia, A. G., Mali, A., Wu, J., O'Connell, S., Dreese, W., Miller, D. & Giles, C. L., May 10 2019, Proceedings - DCC 2019: 2019 Data Compression Conference. Marcellin, M. W., Bilgin, A., Storer, J. A. & Serra-Sagrista, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3-12 10 p. 8712688. (Data Compression Conference Proceedings; vol. 2019-March).

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

Iterative decoding
Recurrent neural networks
Image compression
Decoding
Color
1 Citation (Scopus)

Learning binary codes with neural collaborative filtering for efficient recommendation systems

Li, Y., Wang, S., Pan, Q., Peng, H., Yang, T. & Cambria, E., May 15 2019, In : Knowledge-Based Systems. 172, p. 64-75 12 p.

Research output: Contribution to journalArticle

Collaborative filtering
Binary codes
Recommender systems
Neural networks
Experiments

Learning from experts' experience: Toward automated cyber security data triage

Zhong, C., Yen, J., Liu, P. & Erbacher, R. F., Mar 2019, In : IEEE Systems Journal. 13, 1, p. 603-614 12 p., 8360965.

Research output: Contribution to journalArticle

Finite automata
Processing

Learning from multiple cities: A meta-learning approach for spatial-temporal prediction

Yao, H., Liu, Y., Wei, Y., Tang, X. & Li, Z., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2181-2191 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Water quality
Traffic control
Spatial distribution
Experiments
Data storage equipment

Learning phase competition for traffic signal control

Zheng, G., Xiong, Y., Zang, X., Feng, J., Wei, H., Zhang, H., Li, Y., Xu, K. & Li, Z., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1963-1972 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
Reinforcement learning
Traffic flow
Learning methods
Scenarios
Urban transportation

Learning task-specific city region partition

Wang, H., Jenkins, P., Wei, H., Wu, F. & Li, Z., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 3300-3306 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Crime
Reinforcement learning
Markov processes
Sampling
Experiments

Learning traffic signal control from demonstrations

Xiong, Y., Xu, K., Zheng, G. & Li, Z., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2289-2292 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
Reinforcement learning
Decision making
Learning methods
Leverage
Expert knowledge
7 Citations (Scopus)

L-Injection: Toward effective collaborative filtering using uninteresting items

Lee, J., Hwang, W. S., Parc, J., Lee, Y., Kim, S. W. & Lee, D., Jan 1 2019, In : IEEE Transactions on Knowledge and Data Engineering. 31, 1, p. 3-16 14 p., 7913668.

Research output: Contribution to journalArticle

Collaborative filtering
Singular value decomposition
Recommender systems
Experiments
2 Citations (Scopus)

Linked variational autoencoders for inferring substitutable and supplementary items

Rakesh, V., Wang, S., Shu, K. & 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. 438-446 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

Collaborative filtering
Neural networks
Controllers
Experiments
Deep learning
spectator
performance
audience participation
center-periphery
metaphor

Location privacy protection in vehicle-based spatial crowdsourcing via geo-indistinguishability

Squicciarini, A. C. & Qiu, C., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 1061-1071 11 p. 8885076. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

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

Quality of service
Linear programming
Computational complexity
Servers

Log2vec: A heterogeneous graph embedding based approach for detecting cyber threats within enterprise

Liu, F., Jiang, X., Wen, Y., Xing, X., Zhang, D. & Meng, D., Nov 6 2019, CCS 2019 - Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 1777-1794 18 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

Open Access
Information systems
Hidden Markov models
Industry
Personnel
Deep learning

Machine learning approach to auto-tagging online content for content marketing efficiency: A comparative analysis between methods and content type

Salminen, J., Yoganathan, V., Corporan, J., Jansen, B. J. & Jung, S. G., Aug 2019, In : Journal of Business Research. 101, p. 203-217 15 p.

Research output: Contribution to journalArticle

Machine learning
Tagging
Marketing efficiency
Comparative analysis
Tag

Machine learning in clinical care: Quo vadis?

Honavar, V., Jul 2019, In : Indian Journal of Ophthalmology. 67, 7, p. 985-986 2 p.

Research output: Contribution to journalEditorial

Open Access
Machine Learning
2 Citations (Scopus)

Making healthcare infrastructure work: Unpacking the Infrastructuring work of Individuals

Gui, X. & Chen, Y., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

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

Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate

Waqas, A., Salminen, J., Jung, S. G., Almerekhi, H. & Jansen, B. J., Jan 1 2019, In : PloS one. 14, 9, e0222194.

Research output: Contribution to journalArticle

Open Access
Hate
Research
Bullying
Social Media
Publications
1 Citation (Scopus)
social system
Feedback
interaction
Concretes
retirement

MCVae: Margin-based conditional variational autoencoder for relation classification and pattern generation

Ma, F., Gao, J., Li, Y., Du, N., Zhang, C. & Fan, W., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 3041-3048 8 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Processing
Experiments
1 Citation (Scopus)

Megan: A generative adversarial network for multi-view network embedding

Sun, Y., Wang, S., Hsieh, T. Y., Tang, X. & Honavar, V., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 3527-3533 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

Visualization
Experiments

Memory-based random walk for multi-query local community detection

Bian, Y., Luo, D., Yan, Y., Cheng, W., Wang, W. & Zhang, X., Jan 1 2019, (Accepted/In press) In : Knowledge and Information Systems.

Research output: Contribution to journalArticle

Data storage equipment

Message from the Workshop Co-Chairs

Tong, H. & Li, Z., Feb 7 2019, In : IEEE International Conference on Data Mining Workshops, ICDMW. 2018-November, p. xxix-xxx 8637537.

Research output: Contribution to journalEditorial

Metric learning on healthcare data with incomplete modalities

Suo, Q., Zhong, W., Ma, F., Yuan, Y., Gao, J. & Zhang, A., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 3534-3540 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

Discriminators