College of Information Sciences and Technology

  • United States

Research Output 1976 2020

2019

Colight: Learning network-level cooperation for traffic signal control

Wei, H., Xu, N., Zhang, H., Zheng, G., Zang, X., Chen, C., Zhang, W., Zhu, 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. 1913-1922 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
Learning networks
Communication
Graph
Experiment
Road network

Communicating design-related intellectual influence: Towards visual references

Beck, J., Sosa-Tzec, O. & Carroll, J. M., Oct 4 2019, SIGDOC 2019 - Proceedings of the 37th ACM International Conference on the Design of Communication. Association for Computing Machinery, Inc, 13. (SIGDOC 2019 - Proceedings of the 37th ACM International Conference on the Design of Communication).

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

Communication
Human computer interaction
5 Citations (Scopus)

Confusion and information triggered by photos in persona profiles

Salminen, J., Jung, S. G., An, J., Kwak, H., Nielsen, L. & Jansen, B. J., Sep 1 2019, In : International Journal of Human Computer Studies. 129, p. 1-14 14 p.

Research output: Contribution to journalArticle

Experiments
qualitative interview
interpretation
experiment
gender

Confusion prediction from eye-tracking data: Experiments with machine learning

Salminen, J., Kwak, H., Jung, S. G., Nagpal, M., An, J. & Jansen, B. J., Mar 24 2019, Proceedings of the 9th International Conference on Information Systems and Technologies, ICIST 2019. Association for Computing Machinery, a5. (ACM International Conference Proceeding Series).

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

Learning systems
Sampling
Experiments
Application programs
Virtual reality
Imitation
Dynamic Networks
Network Topology
Cascade
Topology

Consideration of a Bayesian Hierarchical Model for Assessment and Adaptive Instructions

Kim, J. W. & Ritter, F. E., Jan 1 2019, Adaptive Instructional Systems - 1st International Conference, AIS 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Proceedings. Sottilare, R. A. & Schwarz, J. (eds.). Springer Verlag, p. 521-531 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11597 LNCS).

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

Bayesian Hierarchical Model
Learning Curve
Production Rules
Cognitive Modeling
Domain Model
2 Citations (Scopus)

Constrained local graph clustering by colored random walk

Yan, Y., Bian, Y., Luo, D., Lee, D. & Zhang, X., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2137-2146 10 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Seed
Color
Information use
Random processes
Labels
4 Citations (Scopus)

Content Matters: How Online Language Content Gives Rise to Digital Divides

Grace, R., Stratton, C. & Fonseca, F., Oct 1 2019, In : Social Science Quarterly. 100, 6, p. 1999-2016 18 p.

Research output: Contribution to journalArticle

digital divide
language
language course
Internet
content analysis

Context-Aware Coproduction: Implications for Recommendation Algorithms

Chen, J., Doryab, A., Hanrahan, B. V., Yousfi, A., Beck, J., Wang, X., Bellotti, V., Dey, A. K. & Carroll, J., Jan 1 2019, Information in Contemporary Society - 14th International Conference, iConference 2019, Proceedings. Martin, M. H., Taylor, N. G., Nardi, B. & Christian-Lamb, C. (eds.). Springer Verlag, p. 565-577 13 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

Context-aware
Recommendations
Application programs
Local System
Transactions
1 Citation (Scopus)

Co-producing, curating, and defining design knowledge in an online practitioner community

Gray, C. M. & Kou, Y., Jan 2 2019, In : CoDesign. 15, 1, p. 41-58 18 p.

Research output: Contribution to journalArticle

Curating
Resources
Curation
Co-production
Professionalization

Correction to: Memory-based random walk for multi-query local community detection (Knowledge and Information Systems, (2019), 10.1007/s10115-019-01398-3)

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 journalComment/debate

Open Access
Information systems
Data storage equipment
1 Citation (Scopus)

Crafting in a community of practice: Resource sharing as key in supporting creativity

Knearem, T., Wang, X., Wan, J. & Carroll, J., Jun 13 2019, C and C 2019 - Proceedings of the 2019 Creativity and Cognition. Association for Computing Machinery, Inc, p. 83-94 12 p. (C and C 2019 - Proceedings of the 2019 Creativity and Cognition).

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

Brewing
Beer

Creating manageable persona sets from large user populations

Jansen, B. J., Salminen, J. & Jung, S. G., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3313006. (Conference on Human Factors in Computing Systems - Proceedings).

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

Online systems
Cost functions
Big data

Creating persona skeletons from imbalanced datasets - A case study using U.S. Older Adults' health data

Zhu, H., Wang, H. & Carroll, J., Jun 18 2019, DIS 2019 - Proceedings of the 2019 ACM Designing Interactive Systems Conference. Association for Computing Machinery, Inc, p. 61-70 10 p. (DIS 2019 - Proceedings of the 2019 ACM Designing Interactive Systems Conference).

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

Health
2 Citations (Scopus)

Crowd counting with limited labeling through submodular frame selection

Zhou, Q., Zhang, J., Che, L., Shan, H. & Wang, J., May 1 2019, In : IEEE Transactions on Intelligent Transportation Systems. 20, 5, p. 1728-1738 11 p., 8360780.

Research output: Contribution to journalArticle

Airports
Labeling
Redundancy
Planning
Experiments

Crowdsourcing Change: A Novel Vantage Point for Investigating Online Petitioning Platforms

Dhanorkar, S. & Rosson, M. B., 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. 353-364 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

Internet
Affordances
Industry
Comparative Analysis
Enhancement
social media
literacy
Data storage equipment
China
Communication
4 Citations (Scopus)

Cyber-human systems of thought and understanding

Fonseca, F. T., Marcinkowski, M. & Davis, C., Apr 1 2019, In : Journal of the Association for Information Science and Technology. 70, 4, p. 402-411 10 p.

Research output: Contribution to journalArticle

Geographic information systems
Pixels
Semantics
Big data
science

DeepClean: Data cleaning via question asking

Zhang, X., Ji, Y., Nguyen, C. & Wang, T., Jan 31 2019, Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018. Eliassi-Rad, T., Wang, W., Cattuto, C., Provost, F., Ghani, R. & Bonchi, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 283-292 10 p. 8631426. (Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018).

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

Cleaning
Repair
Defects
Knowledge Base
Data cleaning

Deep co-clustering

Xu, D., Cheng, W., Zong, B., Ni, J., Song, D., Yu, W., Chen, Y., Chen, H. & Zhang, X., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 414-422 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Clustering algorithms
Deep learning

Deepfusion: A deep learning framework for the fusion of heterogeneous sensory data

Xue, H., Jiang, W., Miao, C., Yuan, Y., Ma, F., Ma, X., Wang, Y., Yao, S., Xu, W., Zhang, A. & Su, L., Jul 2 2019, Mobihoc 2019 - Proceedings of the 2019 20th ACM International Symposium on Mobile Ad Hoc Networking and Computing. Association for Computing Machinery, p. 151-160 10 p. (Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc)).

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

Fusion reactions
Sensors
Intelligent buildings
Testbeds
Deep learning
1 Citation (Scopus)

DEEPSEC: A uniform platform for security analysis of deep learning model

Ling, X., Ji, S., Zou, J., Wang, J., Wu, C., Li, B. & Wang, T., May 2019, Proceedings - 2019 IEEE Symposium on Security and Privacy, SP 2019. Institute of Electrical and Electronics Engineers Inc., p. 673-690 18 p. 8835375. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2019-May).

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

Deep learning
2 Citations (Scopus)

DeepVSA: Facilitating value-set analysis with deep learning for postmortem program analysis

Guo, W., Mu, D., Xing, X., Du, M. & Song, D., Jan 1 2019, Proceedings of the 28th USENIX Security Symposium. USENIX Association, p. 1787-1804 18 p. (Proceedings of the 28th USENIX Security Symposium).

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

Data storage equipment
Neural networks
Flow control
Data flow analysis
Deep learning

dEFEND: A system for explainable fake news detection

Cui, L., Shu, K., Wang, S., Lee, D. & Liu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2961-2964 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
News
Authenticity
Social media
Top-k
2 Citations (Scopus)

Defend: Explainable fake news detection

Shu, K., Cui, L., Wang, S., Lee, D. & 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. 395-405 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Experiments
3 Citations (Scopus)

De-SAG: On the De-Anonymization of Structure-Attribute Graph Data

Ji, S., Wang, T., Chen, J., Li, W., Mittal, P. & Beyah, R., Jul 1 2019, In : IEEE Transactions on Dependable and Secure Computing. 16, 4, p. 594-607 14 p., 7938634.

Research output: Contribution to journalArticle

Experiments

Designing explanation interfaces for transparency and beyond

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

Research output: Contribution to journalConference article

Transparency
Recommender systems
2 Citations (Scopus)

Design issues in automatically generated persona profiles: A qualitative analysis from 38 think-aloud transcripts

Salminen, J., Şengün, S., Jung, S. G. & Jansen, B. J., Mar 8 2019, CHIIR 2019 - Proceedings of the 2019 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, p. 225-229 5 p. (CHIIR 2019 - Proceedings of the 2019 Conference on Human Information Interaction and Retrieval).

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

Open Access
Innovation
Statistics

Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion

Zheng, X., Ye, J., Chen, Y., Wistar, S., Li, J., Piedra Fernández, J. A., Steinberg, M. A. & Wang, J. Z., Jun 2019, In : IEEE Transactions on Geoscience and Remote Sensing. 57, 6, p. 3788-3801 14 p., 8606456.

Research output: Contribution to journalArticle

Weather forecasting
severe weather
weather forecasting
Satellites
sliding
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

1 Citation (Scopus)

Detecting toxicity triggers in online discussions

Almerekhi, H., Jansen, B. J., Kwak, H. & Salminen, J., Sep 12 2019, HT 2019 - Proceedings of the 30th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 291-292 2 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
Neural networks
1 Citation (Scopus)

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

Detection of Atrial Fibrillation from Short ECG Signals Using a Hybrid Deep Learning Model

Wu, X., Sui, Z., Chu, C. H. & Huang, G., Jan 1 2019, Smart Health - International Conference, ICSH 2019, Proceedings. Chen, H., Zeng, D., Yan, X. & Xing, C. (eds.). Springer, p. 269-282 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11924 LNCS).

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

Atrial Fibrillation
Hybrid Learning
Electrocardiography
Memory Term
Convolution

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 2019, In : Information Sciences. 482, p. 73-85 13 p.

Research output: Contribution to journalArticle

Semi-supervised Learning
Supervised learning
Encoder
Classifiers
Classifier

Dixit: Interactive visual storytelling via term manipulation

Hsu, C. C., Lin, H. Y., Chen, Y. H., Huang, T. H., Chen, Z. Y. & Ku, L. W., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 3531-3535 5 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Sleep

Document-level multi-aspect sentiment classification for online reviews of medical experts

Shi, T., Wang, S., Rakesh, V. & Reddy, C. K., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2723-2731 9 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
Sentiment classification
Online reviews
Doctors
Rating
Key words

Does a Smile Matter if the Person Is Not Real? The Effect of a Smile and Stock Photos on Persona Perceptions

Salminen, J., Jung, S. G., Santos, J. M. & Jansen, B. J., Jan 1 2019, (Accepted/In press) In : International Journal of Human-Computer Interaction.

Research output: Contribution to journalArticle

human being
credibility
Experiments
experiment
gender

Don't put all your strategies in one basket: Playing Green Security Games with imperfect prior knowledge

Gholami, S., Yadav, A., Tran-Thanh, L., Dilkina, B. & Tambe, M., Jan 1 2019, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 395-403 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

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

Planning
Learning algorithms
Learning systems
Law enforcement
Scheduling

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
2 Citations (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
2 Citations (Scopus)

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
1 Citation (Scopus)

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

Errors, misunderstandings, and attacks: Analyzing the crowdsourcing process of ad-blocking systems

Alrizah, M., Xing, X. & Zhu, S., Oct 21 2019, IMC 2019 - Proceedings of the 2019 ACM Internet Measurement Conference. Association for Computing Machinery, p. 230-244 15 p. (Proceedings of the ACM SIGCOMM Internet Measurement Conference, IMC).

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

Websites

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
1 Citation (Scopus)

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
2 Citations (Scopus)

Exploring How to Use Groundwater Chemistry to Identify Migration of Methane near Shale Gas Wells in the Appalachian Basin

Wen, T., Woda, J., Marcon, V., Niu, X., Li, Z. & Brantley, S. L., Aug 6 2019, In : Environmental Science and Technology. 53, 15, p. 9317-9327 11 p.

Research output: Contribution to journalArticle

Methane
gas well
Groundwater
methane
groundwater