College of Information Sciences and Technology

  • United States

Research Output 1976 2020

2018

DiffGuard: Obscuring sensitive information in canary based protections

Zhu, J., Zhou, W., Wang, Z., Mu, D. & Mao, B., Jan 1 2018, Security and Privacy in Communication Networks - 13th International Conference, SecureComm 2017, Proceedings. Ghorbani, A., Lin, X., Ren, K., Zhu, S. & Zhang, A. (eds.). Springer Verlag, p. 738-751 14 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 238).

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

Data storage equipment
4 Citations (Scopus)

Diminished neural network dynamics after moderate and severe traumatic brain injury

Gilbert, N., Bernier, R. A., Calhoun, V. D., Brenner, E., Grossner, E., Rajtmajer, S. M. & Hillary, F. G., Jun 2018, In : PloS one. 13, 6, e0197419.

Research output: Contribution to journalArticle

neural networks
Brain
Neural networks
brain
Brain Injuries
2 Citations (Scopus)

Discovering triangles in portraits for supporting photographic creation

He, S., Zhou, Z., Farhat, F. & Wang, J., Jan 1 2018, In : IEEE Transactions on Multimedia. 20, 2, p. 496-508 13 p., 8010436.

Research output: Contribution to journalArticle

Recommender systems
Photography
Chemical analysis
Lenses
Cameras
1 Citation (Scopus)

Diversity-enhanced recommendation interface and evaluation

Tsai, C-H., Feb 1 2018, CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, p. 360-362 3 p. (CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval; vol. 2018-March).

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

Recommender systems
2 Citations (Scopus)

Drone privacy shield: A WiFi Based Defense

Sun, A., Gong, W., Shea, R., Liu, J., Liu, X. & Wang, Q., Feb 14 2018, 2017 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications: Engaged Citizens and their New Smart Worlds, PIMRC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC; vol. 2017-October).

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

Unmanned aerial vehicles (UAV)
Hardware
Drones
14 Citations (Scopus)

EANN: Event adversarial neural networks for multi-modal fake news detection

Wang, Y., Ma, F., Jin, Z., Yuan, Y., Xun, G., Jha, K., Su, L. & Gao, J., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 849-857 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Discriminators
Detectors
Neural networks
Experiments
7 Citations (Scopus)

E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media

Chen, S., Chen, S., Lin, L., Yuan, X., Liang, J. & Zhang, X., Dec 21 2018, 2017 IEEE Conference on Visual Analytics Science and Technology, VAST 2017 - Proceedings. Schreck, T., Fisher, B. & Liu, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 36-47 12 p. 8585638. (2017 IEEE Conference on Visual Analytics Science and Technology, VAST 2017 - Proceedings).

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

Visualization
Rivers
Semantics
Trajectories

EmErgency Management: Exploring hard and soft data fusion modeling with unmanned aerial systems and non-governmental human intelligence mediums

McMullen, S. A. H., McMullen, M. J., Forster, P. K., Ison, D. & Clark, P. J., Jan 1 2018, Lecture Notes in Networks and Systems. Springer, p. 502-520 19 p. (Lecture Notes in Networks and Systems; vol. 15).

Research output: Chapter in Book/Report/Conference proceedingChapter

Data fusion
Antennas
Decision making
Sensors
Automation

Enhancing situation awareness of public safety events by visualizing topic evolution using social media

Deng, Q., Cai, G., Zhang, H., Liu, Y., Huang, L. & Sun, F., May 30 2018, Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age, DG.O 2018. Hinnant, C. C. & Zuiderwijk, A. (eds.). Association for Computing Machinery, a7. (ACM International Conference Proceeding Series).

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

Disasters
Chemical analysis
Transparency
Explosions
2 Citations (Scopus)
quantification
Statistics
teamwork
social process
statistics

EOTD: An Efficient Online Tucker Decomposition for Higher Order Tensors

Xiao, H., Wang, F., Ma, F. & Gao, J., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1326-1331 6 p. 8594989. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Tensors
Singular value decomposition
Bioinformatics
Image processing
3 Citations (Scopus)

Evorus: A Crowd-powered conversational assistant built to automate itself over time

Huang, K., Chang, J. C. & Bigham, J. P., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

Costs
Automation
Innovation

Explaining deep learning models - A Bayesian non-parametric approach

Guo, W., Huang, S., Tao, Y., Xing, X. & Lin, L., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4514-4524 11 p.

Research output: Contribution to journalConference article

Learning systems
Image recognition
Deep learning
3 Citations (Scopus)

Explaining social recommendations to casual users: Design principles and opportunities

Tsai, C-H. & Brusilovsky, P., Mar 5 2018, IUI 2018 - Companion of the 23rd International Conference on Intelligent User Interfaces. Association for Computing Machinery, a59. (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

Recommender systems
Transparency
User interfaces
Feedback
5 Citations (Scopus)

Exploiting emotion on reviews for recommender systems

Meng, X., Wang, S., Liu, H. & Zhang, Y., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 3788-3795 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

Recommender systems

Exploiting user actions for app recommendations

Shu, K., Wang, S., Liu, H., Tang, J., Chang, Y. & Luo, P., 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. 139-142 4 p. 8508447. (Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018).

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

Application programs
functionality
scenario
11 Citations (Scopus)

Exploring hierarchical structures for recommender systems

Wang, S., Tang, J., Wang, Y. & Liu, H., Jun 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 6, p. 1022-1035 14 p.

Research output: Contribution to journalArticle

Recommender systems
Availability
1 Citation (Scopus)

Exploring the knowledge creation practices of UX designers on stack exchange

Kou, Y. & Gray, C. M., May 30 2018, DIS 2018 - Companion Publication of the 2018 Designing Interactive Systems Conference. Association for Computing Machinery, Inc, p. 69-74 6 p. (DIS 2018 - Companion Publication of the 2018 Designing Interactive Systems Conference).

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

Concretes
Communication

Extracting Conflict Models from Interaction Traces in Virtual Collaborative Work

Zhang, G., Zhou, Y., Purao, S. & Xu, H., Jan 1 2018, Advances in Conceptual Modeling - ER 2018 Workshops Emp-ER, MoBiD, MREBA, QMMQ, SCME, 2018, Proceedings. Li, Z., Ling, T. W., Li, G., Lu, J., Woo, C. & Lee, M. L. (eds.). Springer Verlag, p. 295-305 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11158 LNCS).

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

Collaborative Work
Trace
Interaction
Model
Argumentation
6 Citations (Scopus)

Extracting Semantic Relations for Scholarly Knowledge Base Construction

Al-Zaidy, R. A. & Giles, C. L., Apr 9 2018, Proceedings - 12th IEEE International Conference on Semantic Computing, ICSC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 56-63 8 p.

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

Semantics
Taxonomies
Syntactics
Learning algorithms
Knowledge base
2 Citations (Scopus)

Findings of a user study of automatically generated personas

Salminen, J., Jung, S. G., An, J., Kwak, H. & Jansen, B. J., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, LBW097. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

Industry
1 Citation (Scopus)

Fixation and confusion – investigating eye-tracking participants’ exposure to information in personas

Salminen, J., Jung, S. G., Jansen, B. J., Nielsen, L., An, J. & Kwak, H., Feb 1 2018, CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, p. 110-119 10 p. (CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval; vol. 2018-March).

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

3 Citations (Scopus)

From 2,772 segments to five personas: Summarizing a diverse online audience by generating culturally adapted personas

Salminen, J., Şengün, S., Kwak, H., Jansen, B. J., An, J., Jung, S. G., Vieweg, S. & Harrell, D. F., Jun 1 2018, In : First Monday. 23, 6, 1.

Research output: Contribution to journalArticle

1 Citation (Scopus)

From natural language to programming language

Liu, X. & Wu, D., May 9 2018, Innovative Methods, User-Friendly Tools, Coding, and Design Approaches in People-Oriented Programming. IGI Global, p. 110-130 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Computer programming
Computer programming languages
Computer program listings
Software engineering
Semantics

From public gatherings to the burst of collective violence: An agent-based emotion contagion model

Huang, L., Cai, G., Yuan, H. & Chen, J., Dec 24 2018, 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018. Lee, D., Mezzour, G., Kumaraguru, P. & Saxena, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 193-198 6 p. 8587352. (2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018).

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

emotion
violence
simulation model
Curbs
psychological theory

From tag to protect: A tag-driven policy recommender system for image sharing

Squicciarini, A., Novelli, A., Lin, D., Caragea, C. & Zhong, H., Sep 28 2018, Proceedings - 2017 15th Annual Conference on Privacy, Security and Trust, PST 2017. Institute of Electrical and Electronics Engineers Inc., p. 337-346 10 p. 8476952. (Proceedings - 2017 15th Annual Conference on Privacy, Security and Trust, PST 2017).

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

Recommender systems
Semantics
Tag
Privacy

Generative models as a third paradigm for decision making: A response to Markman

MacDougall, K. & Ritter, F. E., Mar 1 2018, In : Journal of Applied Research in Memory and Cognition. 7, 1, p. 26-28 3 p.

Research output: Contribution to journalComment/debate

Decision Making
7 Citations (Scopus)

GOCCF: Graph-theoretic one-class collaborative filtering based on uninteresting items

Lee, Y. C., Kim, S. W. & Lee, D., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 3448-3456 9 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

Collaborative filtering
Graph theory
Experiments

Healthcare opportunities: Experts' perspectives on integrating technology into prehabilitation

Zhu, H. & Carroll, J., Oct 30 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 149-152 4 p.

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

Patient rehabilitation
Recovery
10 Citations (Scopus)

Hot streaks in artistic, cultural, and scientific careers

Liu, L., Wang, Y., Sinatra, R., Giles, C. L., Song, C. & Wang, D., Jul 19 2018, In : Nature. 559, 7714, p. 396-399 4 p.

Research output: Contribution to journalArticle

Gambling
Creativity
Motion Pictures
Sports
Publications

How Language Processing can Shape a Common Model of Cognition

Kelly, M. & Reitter, D. T., Jan 1 2018, In : Procedia Computer Science. 145, p. 724-729 6 p.

Research output: Contribution to journalConference article

Open Access
Processing
Linguistics
Learning systems
Data storage equipment
8 Citations (Scopus)

HyCLASSS: A Hybrid Classifier for Automatic Sleep Stage Scoring

Li, X., Cui, L., Tao, S., Chen, J., Zhang, X. & Zhang, G. Q., Mar 1 2018, In : IEEE Journal of Biomedical and Health Informatics. 22, 2, p. 375-385 11 p.

Research output: Contribution to journalArticle

Sleep Stages
Sleep
Classifiers
Electroencephalography
Brassica
9 Citations (Scopus)

Identifying sub-events and summarizing disaster-related information from microblogs

Rudra, K., Goyal, P., Ganguly, N., Mitra, P. & Imran, M., Jun 27 2018, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. Association for Computing Machinery, Inc, p. 265-274 10 p.

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

Disasters
Linear programming
7 Citations (Scopus)

Imaginary people representing real numbers: Generating personas from online social media data

An, J., Kwak, H., Jung, S., Salminen, J., Admad, M. & Jansen, B. J., Nov 1 2018, In : ACM Transactions on the Web. 12, 4, 27.

Research output: Contribution to journalArticle

Industry
Processing
1 Citation (Scopus)

Impatience in Timing Decisions: Effects and Moderation

Ghafurian, M. & Reitter, D. T., Jan 1 2018, In : Timing and Time Perception. 6, 2, p. 183-219 37 p.

Research output: Contribution to journalReview article

Time Perception
Costs and Cost Analysis
Delivery of Health Care
Safety
3 Citations (Scopus)

Improving Offline Handwritten Chinese Character Recognition by Iterative Refinement

Yang, X., He, D., Zhou, Z., Kifer, D. & Giles, C. L., Jan 25 2018, Proceedings - 14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017. IEEE Computer Society, p. 5-10 6 p. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR; vol. 1).

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

Character recognition
Recurrent neural networks
Neural networks
8 Citations (Scopus)

Information density converges in dialogue: Towards an information-theoretic model

Xu, Y. & Reitter, D. T., Jan 1 2018, In : Cognition. 170, p. 147-163 17 p.

Research output: Contribution to journalArticle

Entropy
Theoretical Models
dialogue
Data Display
Information Systems
7 Citations (Scopus)
Multilingualism
Language
Tongue
Space Simulation
Intuition
1 Citation (Scopus)

Integration of static and dynamic code stylometry analysis for programmer de-anonymization

Wang, N., Ji, S. & Wang, T., Oct 15 2018, AISec 2018 - Proceedings of the 11th ACM Workshop on Artificial Intelligence and Security, co-located with CCS 2018. Association for Computing Machinery, p. 74-84 11 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

Dynamic analysis
Static analysis
Syntactics
19 Citations (Scopus)

IntelliLight: A reinforcement learning approach for intelligent traffic light control

Wei, H., Yao, H., Zheng, G. & Li, Z., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2496-2505 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Reinforcement learning
Telecommunication traffic
Cameras
Control systems

Interactive visualization for topic model curation

Cai, G., Sun, F. & Sha, Y., Jan 1 2018, In : CEUR Workshop Proceedings. 2068

Research output: Contribution to journalConference article

Visualization
Lenses
2 Citations (Scopus)
Health
health
community
heuristics
privacy
2 Citations (Scopus)

Inter-Rater Agreement for Social Computing Studies

Salminen, J. O., Al-Merekhi, H. A., Dey, P. & Jansen, B. J., Nov 30 2018, 2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018. Institute of Electrical and Electronics Engineers Inc., p. 80-87 8 p. 8554744. (2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018).

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

social studies
rating
Social sciences
Labels
subjectivity
4 Citations (Scopus)

Investigating active learning for concept prerequisite learning

Liang, C., Ye, J., Wang, S., Pursel, B. & Giles, C. L., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 7913-7919 7 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

Data mining
Learning systems
Labels
Physics
Education
1 Citation (Scopus)

Investigating the Amazon Mechanical Turk Market Through Tool Design

Hanrahan, B. V., Martin, D., Willamowski, J. & Carroll, J., Dec 1 2018, In : Computer Supported Cooperative Work: CSCW: An International Journal. 27, 3-6, p. 1255-1274 20 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

"is a picture really worth a thousand words?": A case study on classifying user attributes on Instagram

Song, J., Han, K., Lee, D. & Kim, S. W., Oct 2018, In : PloS one. 13, 10, e0204938.

Research output: Contribution to journalArticle

Social Media
case studies
gender
social networks
complement
1 Citation (Scopus)

ISJ Editorial

Trauth, E., Joshi, K. D. & Yarger, L. M., Nov 1 2018, In : Information Systems Journal. 28, 6, p. 989-994 6 p.

Research output: Contribution to journalEditorial

3 Citations (Scopus)

"Is more better?": Impact of multiple photos on perception of persona profiles

Salminen, J., An, J., Nielsen, L., Kwak, H., Jung, S. G. & Jansen, B. J., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

Experiments
6 Citations (Scopus)

Is there social capital in service exchange tools? Investigating timebanking use and social capital development

Tina Yuan, C. W., Hanrahan, B. V. & Carroll, J., Apr 1 2018, In : Computers in Human Behavior. 81, p. 274-281 8 p.

Research output: Contribution to journalArticle

Self Efficacy
Social Support
Theoretical Models
Social Capital
Sense of Community