College of Information Sciences and Technology

  • United States

Research Output 1976 2020

2020

Deeper into the Wild: Technology Co-creation Across Corporate Boundaries

Colombino, T., Willamowski, J., Grasso, A. & Hanrahan, B. V., Jan 1 2020, Studies in Applied Philosophy, Epistemology and Rational Ethics. Springer International Publishing, p. 55-71 17 p. (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 48).

Research output: Chapter in Book/Report/Conference proceedingChapter

Telecommunications
Ethnographic Study
Research Projects
Co-creation
2019
3 Citations (Scopus)

A Cloud Brokerage Architecture for Efficient Cloud Service Selection

Lin, D., Squicciarini, A., Dondapati, V. N. & Sundareswaran, S., Jan 1 2019, In : IEEE Transactions on Services Computing. 12, 1, p. 144-157 14 p., 7516685.

Research output: Contribution to journalArticle

Cloud computing
Costs
Service selection
Brokerage
Service provider

ACT-R: A cognitive architecture for modeling cognition

Ritter, F. E., Tehranchi, F. & Oury, J. D., May 1 2019, In : Wiley Interdisciplinary Reviews: Cognitive Science. 10, 3, e1488.

Research output: Contribution to journalReview article

Cognition
History
Psychology
Artificial Intelligence
Automatic Data Processing

A hybrid approach for identifying the structure of a Bayesian network model

Huang, L., Cai, G., Yuan, H. & Chen, J., Oct 1 2019, In : Expert Systems With Applications. 131, p. 308-320 13 p.

Research output: Contribution to journalArticle

Bayesian networks
Logistics

A lightweight framework for regular expression verification

Liu, X., Jiang, Y. & Wu, D., Mar 22 2019, Proceedings - 19th IEEE International Symposium on High Assurance Systems Engineering, HASE 2019. Yu, D., Nguyen, V. & Jiang, C. (eds.). IEEE Computer Society, p. 1-8 8 p. 8673038. (Proceedings of IEEE International Symposium on High Assurance Systems Engineering; vol. 2019-January).

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

Finite automata
Intrusion detection
Specifications
Testing
Formal specification

Al Osool: Understanding information behavior for community development at Za'atari Syrian refugee camp

Fisher, K. E., Yafi, E., Xu, Y. & Maitland, C. F., Jun 3 2019, C and T 2019 - 9th International Conference on Communities and Technologies, Conference Proceedings. Tellioglu, H. & Cech, F. (eds.). Association for Computing Machinery, p. 273-282 10 p. (ACM International Conference Proceeding Series).

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

Human computer interaction
Violence

Analyzing hate speech toward players from the MENA in League of Legends

Şengün, S., Soongyo, J., Jansen, B. J., Salminen, J. & Mawhorter, P., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3312924. (Conference on Human Factors in Computing Systems - Proceedings).

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

Toxicity
Electric sparks
Servers
Hardware
Industry

A privacy-preserving framework for ranked retrieval model

Yan, T., Gao, Y. & Zhang, N., Dec 1 2019, In : Computational Social Networks. 6, 1, 6.

Research output: Contribution to journalArticle

Open Access
Equivalent sets
Privacy Preserving
Retrieval
Attribute
Privacy

Arcana: Enabling private posts on public microblog platforms

Narasimman, A., Wang, Q., Li, F., Lee, D. & Luo, B., Jan 1 2019, ICT Systems Security and Privacy Protection - 34th IFIP TC 11 International Conference, SEC 2019, Proceedings. Dhillon, G., Zúquete, A., Karlsson, F. & Hedström, K. (eds.). Springer New York LLC, p. 271-285 15 p. (IFIP Advances in Information and Communication Technology; vol. 562).

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

Twitter
Access control
Dissemination
Encryption
Follower
1 Citation (Scopus)

A recommender system for component-based applications using machine learning techniques

Fernández-García, A. J., Iribarne, L., Corral, A., Criado, J. & Wang, J., Jan 15 2019, In : Knowledge-Based Systems. 164, p. 68-84 17 p.

Research output: Contribution to journalArticle

Recommender systems
Learning systems
Learning algorithms
Feature extraction
User interfaces

A reverse turing test for detecting machine-made texts

Shao, J., Uchendu, A. & Lee, D., Jun 26 2019, WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science. Association for Computing Machinery, Inc, p. 275-279 5 p. (WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science).

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

Open Access
3 Citations (Scopus)

A Simple Baseline for Travel Time Estimation using Large-scale Trip Data

Wang, H., Tang, X., Kuo, Y. H., Kifer, D. & Li, Z., Jan 1 2019, In : ACM Transactions on Intelligent Systems and Technology. 10, 2, a19.

Research output: Contribution to journalArticle

Travel Time
Travel time
Baseline
Trajectories
Trajectory
2 Citations (Scopus)

Assessing changes in groundwater chemistry in landscapes with more than 100 years of oil and gas development

Wen, T., Agarwal, A., Xue, L., Chen, A., Herman, A., Li, Z. & Brantley, S. L., Feb 1 2019, In : Environmental Science: Processes and Impacts. 21, 2, p. 384-396 13 p.

Research output: Contribution to journalArticle

Natural Gas
Groundwater
Oils
Oil and Gas Fields
Gases
1 Citation (Scopus)

Assessing timebanking use and coordination: implications for service exchange tools

Yuan, C. W., Hanrahan, B. V. & Carroll, J., Apr 1 2019, In : Information Technology and People. 32, 2, p. 344-363 20 p.

Research output: Contribution to journalArticle

participation
acceptance
currency
community
mediation

Automatic grading of programming assignments: An approach based on formal semantics

Liu, X., Wang, S., Wang, P. & Wu, D., May 1 2019, Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering Education and Training, ICSE-SEET 2019. Institute of Electrical and Electronics Engineers Inc., p. 126-137 12 p. 8802114. (Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering Education and Training, ICSE-SEET 2019).

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

grading
Computer programming
programming
Semantics
semantics

BBookX: Creating semi-automated textbooks to support student learning and decrease student costs

Pursel, B., Ramsay, C., Dave, N., Liang, C. & Giles, C. L., Jan 1 2019, In : CEUR Workshop Proceedings. 2384, p. 81-87 7 p.

Research output: Contribution to journalConference article

Information science
Textbooks
Information technology
Students
Derivatives
2 Citations (Scopus)

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

Ecosystems
Costs
Experiments
1 Citation (Scopus)

Bi-LSTM-CRF sequence labeling for keyphrase extraction from scholarly documents

Al-Zaidy, R. A., Caragea, C. & Giles, C. L., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2551-2557 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Labeling
Labels
Semantics
Long short-term memory

Building a Trustworthy Execution Environment to Defeat Exploits from both Cyber Space and Physical Space for ARM

Guan, L., Cao, C., Liu, P., Xing, X., Ge, X., Zhang, S., Yu, M. & Jaeger, T. R., May 1 2019, In : IEEE Transactions on Dependable and Secure Computing. 16, 3, p. 438-453 16 p., 8423674.

Research output: Contribution to journalArticle

Dynamic random access storage
Random access storage
Dynamic mechanical analysis
Cryptography
Internet of things

CiteSeerX-2018: A Cleansed Multidisciplinary Scholarly Big Dataset

Wu, J., Kandimalla, B., Rohatgi, S., Sefid, A., Mao, J. & Giles, C. L., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5465-5467 3 p. 8622114. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Information science
Metadata
Computer science
Learning systems
Neural networks

CityFlow: A multi-agent reinforcement learning environment for large scale city traffic scenario

Zhang, H., Ding, Y., Zhang, W., Feng, S., Zhu, Y., Yu, Y., Li, Z., Liu, C., Zhou, Z. & Jin, H., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 3620-3624 5 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Reinforcement learning
Traffic signals
Simulators
User interfaces
Data structures
2 Citations (Scopus)

Co-designing platform collectivism

Carroll, J. & Beck, J., Jul 3 2019, In : CoDesign. 15, 3, p. 272-287 16 p.

Research output: Contribution to journalArticle

Water quality
Stakeholders
Collectivism
Water Quality
Visible
1 Citation (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
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

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
2 Citations (Scopus)

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. Nardi, B., Taylor, N. G., Christian-Lamb, C. & Martin, M. H. (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

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
1 Citation (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
3 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

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
1 Citation (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
1 Citation (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
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

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

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