College of Information Sciences and Technology

  • United States

Research Output 1976 2020

2019
1 Citation (Scopus)

Detecting demographic bias in automatically generated personas

Salminen, J., Jansen, B. J. & Soongyo, J., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3313034. (Conference on Human Factors in Computing Systems - Proceedings).

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

Detection and analysis of self-disclosure in online news commentaries

Umar, P., Squicciarini, A. & Rajtmajer, S., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 3272-3278 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Syntactics
Linguistics
Websites
Semantics
Costs

Discovering reliable evidence of data misuse by exploiting rule redundancy

Genga, L., Zannone, N. & Squicciarini, A., Nov 1 2019, In : Computers and Security. 87, 101577.

Research output: Contribution to journalArticle

Association rules
redundancy
Transparency
Redundancy
Decision making
2 Citations (Scopus)

Disentangled Variational Auto-Encoder for semi-supervised learning

Li, Y., Pan, Q., Wang, S., Peng, H., Yang, T. & Cambria, E., May 1 2019, In : Information Sciences. 482, p. 73-85 13 p.

Research output: Contribution to journalArticle

Semi-supervised Learning
Supervised learning
Encoder
Classifiers
Classifier

Dual-regularized one-class collaborative filtering with implicit feedback

Yao, Y., Tong, H., Yan, G., Xu, F., Zhang, X., Szymanski, B. K. & Lu, J., May 15 2019, In : World Wide Web. 22, 3, p. 1099-1129 31 p.

Research output: Contribution to journalArticle

Collaborative filtering
Feedback
Recommender systems
Stars

Dynamics of technological mediation: A case of television white space deployment

Caneba, R. N. & Maitland, C. F., Jan 4 2019, Proceedings of the 10th International Conference on Information and Communication Technologies and Development, ICTD 2019. Association for Computing Machinery, a25. (ACM International Conference Proceeding Series).

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

Internet service providers
Television
Time and motion study
Innovation
1 Citation (Scopus)

Embedding Training Within Warnings Improves Skills of Identifying Phishing Webpages

Xiong, A., Proctor, R. W., Yang, W. & Li, N., Jun 1 2019, In : Human Factors. 61, 4, p. 577-595 19 p.

Research output: Contribution to journalArticle

Illegitimacy
Experiments
lack
experiment
search engine

Emotionlines: An emotion corpus of multi-party conversations

Chen, S. Y., Hsu, C. C., Kuo, C. C., Huang, K. & Ku, L. W., Jan 1 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 1597-1601 5 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

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

conversation
emotion
dialogue
Emotion
facebook

Energy distribution matters in greybox fuzzing

Situ, L., Wang, L., Li, X., Guan, L., Zhang, W. & Liu, P., May 1 2019, Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: Companion, ICSE-Companion 2019. Institute of Electrical and Electronics Engineers Inc., p. 270-271 2 p. 8802844. (Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: Companion, ICSE-Companion 2019).

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

distribution strategy
Semantics
Scheduling
energy
scheduling

Engaging the Community Through Places: An User Study of People’s Festival Stories

Wang, X., Knearem, T., Yoon, H. J., Jo, H., Lee, J., Seo, J. & Carroll, J., Jan 1 2019, Information in Contemporary Society - 14th International Conference, iConference 2019, Proceedings. Nardi, B., Taylor, N. G., Christian-Lamb, C. & Martin, M. H. (eds.). Springer Verlag, p. 315-326 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11420 LNCS).

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

User Studies
Data storage equipment
Application programs
Information technology
Lenses

Evaluating visual explanations for similarity-based recommendations: User perception and performance

Tsai, C-H. & Brusilovsky, P., Jun 7 2019, ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 22-30 9 p. (ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization).

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

Recommender systems
Human computer interaction
Sorting

Explaining recommendations in an interactive hybrid social recommender

Tsai, C-H. & Brusilovsky, P., Jan 1 2019, p. 391-396. 6 p.

Research output: Contribution to conferencePaper

Transparency
Recommender systems
Controllability
User interfaces
Fusion reactions

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 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. G., 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
2 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

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

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
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
1 Citation (Scopus)

Improving image captioning by leveraging knowledge graphs

Zhou, Y., Sun, Y. & Honavar, V. G., 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
2 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., Feb 1 2019, In : Ad Hoc Networks. 83, p. 8-24 17 p.

Research output: Contribution to journalArticle

Health
Internet of things
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

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. Schindler, K., Mori, G., Jawahar, C. V. & 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. J. & 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 1 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 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
5 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
1 Citation (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

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 1 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. G., Jul 1 2019, In : Indian Journal of Ophthalmology. 67, 7, p. 985-986 2 p.

Research output: Contribution to journalEditorial

Open Access
Machine Learning
1 Citation (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
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

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

MimosafTL: Adding secure and practical ransomware defense strategy to flash translation layer

Wang, P., Jia, S., Chen, B., Xia, L. & Liu, P., Mar 13 2019, CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy. Association for Computing Machinery, Inc, p. 327-338 12 p. (CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy).

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

Open Access
Flash memory
Malware
Mobile computing
Computer operating systems
Electronic money

Minimizing Charging Delay for Directional Charging in Wireless Rechargeable Sensor Networks

Lin, C., Zhou, Y., Ma, F., Deng, J., Wang, L. & Wu, G., Apr 1 2019, INFOCOM 2019 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 1819-1827 9 p. 8737589. (Proceedings - IEEE INFOCOM; vol. 2019-April).

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

Sensor networks
Technology transfer
Sensors
Merging
Energy transfer

Modeling multi-stage healthcare systems with service interactions under blocking for bed allocation

Wu, X., Li, J. & Chu, C., Nov 1 2019, In : European Journal of Operational Research. 278, 3, p. 927-941 15 p.

Research output: Contribution to journalArticle

Healthcare
Blocking probability
Blocking Probability
Interaction
Modeling

MTD techniques for memory protection against zero-day attacks

chen, P., Hu, Z., Xu, J., Zhu, M., Erbacher, R., Jajodia, S. & Liu, P., Jan 1 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 129-155 27 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11830 LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapter

Attack
Data storage equipment
Zero
Methodology
Review
2 Citations (Scopus)

Multi-dimensional graph convolutional networks

Ma, Y., Wang, S., Aggarwal, C. C., Yin, D. & Tang, J., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 657-665 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Neural networks
Experiments

Multivariate Sleep Stage Classification using Hybrid Self-Attentive Deep Learning Networks

Yuan, Y., Jia, K., Ma, F., Xun, G., Wang, Y., Su, L. & Zhang, A., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 963-968 6 p. 8621146. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Polysomnography
Sleep Stages
Learning
Benchmarking
Informatics