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

REMIND: Risk Estimation Mechanism for Images in Network Distribution

Lin, D., Steiert, D., Morris, J., Squicciarini, A. & Fan, J., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, p. 539-552 14 p., 8744560.

Research output: Contribution to journalArticle

Electric power distribution

Simultaneous input and state estimation for stochastic nonlinear systems with additive unknown inputs

Kim, H., Guo, P., Zhu, M. & Liu, P., Jan 1 2020, In : Automatica. 111, 108588.

Research output: Contribution to journalArticle

State estimation
Error analysis
Nonlinear systems
Stochastic systems
Covariance matrix

Understanding strategy differences in a fault-finding task

Friedrich, M. B. & Ritter, F. E., Jan 1 2020, In : Cognitive Systems Research. 59, p. 133-150 18 p.

Research output: Contribution to journalArticle

Learning
Learning Curve
Equipment and Supplies
Research
Transfer (Psychology)
2019

4th international workshop on mental health and well-being: Sensing and intervention

Sano, A., Abdullah, S., Bardram, J. E., Servia, S., Murnane, E. L., Choudhury, T., Musolesi, M., Vilaza, G. N. & Mishra, V., Sep 9 2019, UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers. Association for Computing Machinery, Inc, p. 899-901 3 p. (UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers).

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

Open Access
Health
4 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
2 Citations (Scopus)

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
2 Citations (Scopus)

A General Framework for Diagnosis Prediction via Incorporating Medical Code Descriptions

Ma, F., Wang, Y., Xiao, H., Yuan, Y., Chitta, R., Zhou, J. & Gao, J., 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. 1070-1075 6 p. 8621395. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Informatics
Neural Networks (Computer)
Recurrent neural networks
Health Status
Websites

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 Large-Scale Empirical Study on Control Flow Identification of Smart Contracts

Chen, T., Li, Z., Zhang, Y., Luo, X., Wang, T., Hu, T., Xiao, X., Wang, D., Huang, J. & Zhang, X., Sep 2019, Proceedings - 13th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2019. IEEE Computer Society, 8870156. (International Symposium on Empirical Software Engineering and Measurement; vol. 2019-Septemer).

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

Flow control
Flow graphs
Static analysis

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

A microservice-based architecture for enhancing the user experience in cross-device distributed mashup UIs with multiple forms of interaction

Fernández-García, A. J., Iribarne, L., Corral, A., Criado, J. & Wang, J. Z., Nov 1 2019, In : Universal Access in the Information Society. 18, 4, p. 747-770 24 p.

Research output: Contribution to journalArticle

Application programming interfaces (API)
Web services
User interfaces
Communication
Industry

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
1 Citation (Scopus)

A practice-led account of the conceptual evolution of UX knowledge

Kou, Y. & Gray, C. M., 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

Lead
Human computer interaction
Education
Trajectories
Communication

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., Karlsson, F., Hedström, K. & Zúquete, A. (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
2 Citations (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
5 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
2 Citations (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

Beyond Leaders and Followers: Understanding Participation Dynamics in Event-Based Social Networks

Chen, J., Wang, X., Beck, J., Wu, C. & Carroll, J. M., Dec 14 2019, In : International Journal of Human-Computer Interaction. 35, 20, p. 1892-1905 14 p.

Research output: Contribution to journalArticle

follower
social network
leader
participation
event
5 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
2 Citations (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 Adversarial Defense with Non-invertible Data Transformations

Guo, W., Mu, D., Chen, L. & Gai, J., Jan 1 2019, PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Nayak, A. C. & Sharma, A. (eds.). Springer Verlag, p. 593-606 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11672 LNAI).

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

Data Transformation
Neural Networks
Misclassification
Data Distribution
Dimensionality Reduction

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

CATS: Cross-platform e-commerce fraud detection

Weng, H., Ji, S., Duan, F., Li, Z., Chen, J., He, Q. & Wang, T., Apr 1 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1874-1885 12 p. 8731582. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

Economics
Industrial plants
Feedback

CiteSeerX: 20 Years of service to scholarly big data

Wu, J., Kim, K. & Lee Giles, C., May 13 2019, Proceedings of the Conference on Artificial Intelligence for Data Discovery and Reuse, AIDR 2019. Association for Computing Machinery, 3359119. (ACM International Conference Proceeding Series).

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

Open Access
Digital libraries
Search engines
Metadata
Big data
1 Citation (Scopus)

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
2 Citations (Scopus)

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

Classifying online corporate reputation with machine learning: a study in the banking domain

Rantanen, A., Salminen, J., Ginter, F. & Jansen, B. J., Jan 1 2019, (Accepted/In press) In : Internet Research.

Research output: Contribution to journalArticle

Open Access
banking
reputation
Learning systems
neural network
learning
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

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
3 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
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
1 Citation (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
3 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. 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

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
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

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