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Research Output 1998 2019

2019

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

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
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

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

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
1 Citation (Scopus)

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
7 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

Trust it or not: Effects of machine-learningwarnings in helping individuals mitigate misinformation

Seo, H., Xiong, A. & Lee, D., Jun 26 2019, WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science. Association for Computing Machinery, Inc, p. 265-274 10 p. (WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science).

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

Learning systems
Experiments

“Fake News” Is Not Simply False Information: A Concept Explication and Taxonomy of Online Content

Molina, M. D., Sundar, S. S., Le, T. & Lee, D., Jan 1 2019, (Accepted/In press) In : American Behavioral Scientist.

Research output: Contribution to journalArticle

Journalism
Plague
taxonomy
news
satire
2018

Chairs' welcome

Lee, D., Sastry, N., Weber, I., Acharya, S. & Nguyen, N., Jul 3 2018, In : HT 2018 - Proceedings of the 29th ACM Conference on Hypertext and Social Media. p. iii-iv

Research output: Contribution to journalEditorial

6 Citations (Scopus)

Deep Headline Generation for Clickbait Detection

Shu, K., Wang, S., Le, T., Lee, D. & Liu, H., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 467-476 10 p. 8594871. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Supervised learning
Ecosystems
Labeling
Semantics
Costs
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
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
5 Citations (Scopus)

My friend leaks my privacy: Modeling and analyzing privacy in social networks

Yu, L., Motipalli, S. M., Lee, D., Liu, P., Xu, H., Liu, Q., Tan, J. & Luo, B., Jun 7 2018, SACMAT 2018 - Proceedings of the 23rd ACM Symposium on Access Control Models and Technologies. Association for Computing Machinery, p. 93-104 12 p. (Proceedings of ACM Symposium on Access Control Models and Technologies, SACMAT).

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

Information dissemination
Internet

ROAR: Robust label ranking for social emotion mining

Jiasheng Zhang, J. & Lee, D., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 4422-4429 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

Labels
Industry
2 Citations (Scopus)

Task relevance and diversity as worker motivation in crowdsourcing

Pilourdault, J., Amer-Yahia, S., Basu Roy, S. & Lee, D., Oct 24 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 365-376 12 p. 8509262. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).

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

Approximation algorithms
Workers
Task assignment
Scalability
Experiments
1 Citation (Scopus)

Understanding users' privacy attitudes through subjective and objective assessments: An instagram case study

Han, K., Jung, H., Jang, J. Y. & Lee, D., Jun 1 2018, Computer, 51, 6, p. 18-28 11 p.

Research output: Contribution to specialist publicationArticle

2017
9 Citations (Scopus)

CrowdK: Answering top-k queries with crowdsourcing

Lee, J., Lee, D. & Hwang, S. W., Aug 1 2017, In : Information Sciences. 399, p. 98-120 23 p.

Research output: Contribution to journalArticle

Query
Costs
Latency
Dynamic programming
Range of data
7 Citations (Scopus)

Motivation-Aware task assignment in crowdsourcing

Pilourdault, J., Amer-Yahia, S., Lee, D. & Roy, S. B., Jan 1 2017, Advances in Database Technology - EDBT 2017: 20th International Conference on Extending Database Technology, Proceedings. Mitschang, B., Markl, V., Bress, S., Andritsos, P., Sattler, K-U. & Orlando, S. (eds.). OpenProceedings.org, p. 246-257 12 p. (Advances in Database Technology - EDBT; vol. 2017-March).

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

Throughput
Experiments
1 Citation (Scopus)

Stateless puzzles for real time online fraud preemption

Rahman, M., Carbunar, B., Recabarren, R. & Lee, D., Jun 25 2017, WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference. Association for Computing Machinery, Inc, p. 23-32 10 p. (WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference).

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

Online systems
Application programs
Profitability
Hardware
1 Citation (Scopus)

Understanding temporal backing paterns in online crowdfunding communities

Liao, Y., Lee, D., Tran, T. & Lee, K., Jun 25 2017, WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference. Association for Computing Machinery, Inc, p. 369-378 10 p. (WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference).

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

Sustainable development
Time series
Chemical analysis
6 Citations (Scopus)

Wearing many (social) hats: How different are your different social network personae?

Zhong, C., Chang, H. W., Karamshuk, D., Lee, D. & Sastry, N., Jan 1 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI press, p. 397-406 10 p. (Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017).

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

2016
3 Citations (Scopus)

Crowdsky: Skyline computation with crowdsourcing

Lee, J., Lee, D. & Kim, S. W., Jan 1 2016, Advances in Database Technology - EDBT 2016: 19th International Conference on Extending Database Technology, Proceedings. Manolescu, I., Pitoura, E., Marian, A., Maabout, S., Tanca, L., Koutrika, G. & Stefanidis, K. (eds.). OpenProceedings.org, p. 125-136 12 p. (Advances in Database Technology - EDBT; vol. 2016-March).

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

Costs
40 Citations (Scopus)

Improving the accuracy of top-N recommendation using a preference model

Lee, J., Lee, D., Lee, Y. C., Hwang, W. S. & Kim, S. W., Jun 20 2016, In : Information Sciences. 348, p. 290-304 15 p.

Research output: Contribution to journalArticle

Collaborative filtering
Collaborative Filtering
Recommendations
Model
Matrix Factorization
6 Citations (Scopus)

"Teens are from mars, adults are from venus": Analyzing and predicting age groups with behavioral characteristics in Instagram

Han, K., Lee, S., Jang, J. Y., Jung, Y. & Lee, D., May 22 2016, WebSci 2016 - Proceedings of the 2016 ACM Web Science Conference. Association for Computing Machinery, Inc, p. 35-44 10 p. (WebSci 2016 - Proceedings of the 2016 ACM Web Science Conference).

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

1 Citation (Scopus)

Teens engage more with fewer photos: Temporal and comparative analysis on behaviors in Instagram

Jang, J. Y., Han, K., Lee, D., Jia, H. & Shih, P. C., Jul 10 2016, HT 2016 - Proceedings of the 27th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 71-81 11 p. (HT 2016 - Proceedings of the 27th ACM Conference on Hypertext and Social Media).

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

Human computer interaction
Lenses
22 Citations (Scopus)

Told you i didn't like it: Exploiting uninteresting items for effective collaborative filtering

Hwang, W. S., Parc, J., Kim, S. W., Lee, J. & Lee, D., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 349-360 12 p. 7498253. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

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

Collaborative filtering
Singular value decomposition
Experiments
Rating
16 Citations (Scopus)

Uncovering fake likers in online social networks

Satya, P. R. B., Lee, K., Lee, D., Tran, T. & Zhang, J., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2365-2370 6 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

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

Online social networks
Ecosystem
Attack
Learning model
Linkage
2015
9 Citations (Scopus)

Exploring tag-based like networks

Han, K., Jang, J. Y. & Lee, D., Apr 18 2015, CHI 2015 - Extended Abstracts Publication of the 33rd Annual CHI Conference on Human Factors in Computing Systems: Crossings. Association for Computing Machinery, p. 1941-1946 6 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 18).

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

Network components
49 Citations (Scopus)

Generation like: Comparative characteristics in instagram

Jang, J. Y., Han, K., Shih, P. C. & Lee, D., Apr 18 2015, CHI 2015 - Proceedings of the 33rd Annual CHI Conference on Human Factors in Computing Systems: Crossings. Association for Computing Machinery, p. 4039-4042 4 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2015-April).

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

1 Citation (Scopus)

LIKE and recommendation in social media

Lee, D. & Liu, H., May 18 2015, WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 1539-1540 2 p. (WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web).

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

World Wide Web
Managers
Students
13 Citations (Scopus)

No reciprocity in "liking" photos: Analyzing like activities in instagram

Yea, J., Han, J. K. & Lee, D., Aug 24 2015, HT 2015 - Proceedings of the 26th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 273-282 10 p. (HT 2015 - Proceedings of the 26th ACM Conference on Hypertext and Social Media).

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

2014
2 Citations (Scopus)

Quantifying political legitimacy from Twitter

Liu, H. & Lee, D., Jan 1 2014, Social Computing, Behavioral-Cultural Modeling, and Prediction - 7th International Conference, SBP 2014, Proceedings. Springer Verlag, p. 111-118 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8393 LNCS).

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

Sentiment Analysis
Empirical Analysis
Polarity
Feature Vector
Quantify
5 Citations (Scopus)

Recommendation of newly published research papers using belief propagation

Ha, J., Kwon, S. H., Kim, S. W. & Lee, D., Oct 5 2014, Proceedings of the 2014 Research in Adaptive and Convergent Systems, RACS 2014. Association for Computing Machinery, Inc, p. 77-81 5 p. (Proceedings of the 2014 Research in Adaptive and Convergent Systems, RACS 2014).

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

Collaborative filtering
2013
5 Citations (Scopus)

Behavioural description based web service composition using abstraction and refinement

Kil, H., Nam, W. & Lee, D., Apr 11 2013, In : International Journal of Web and Grid Services. 9, 1, p. 54-81 28 p.

Research output: Contribution to journalArticle

Web services
Chemical analysis
8 Citations (Scopus)

Enforcing secure and privacy-preserving information brokering in distributed information sharing

Li, F., Luo, B., Liu, P., Lee, D. & Chu, C. H., Jun 3 2013, In : IEEE Transactions on Information Forensics and Security. 8, 6, p. 888-890 3 p., 6461937.

Research output: Contribution to journalArticle

Information systems
Servers
Access control
Metadata
Cryptography

On handling textual errors in latent document modeling

Yang, T. & Lee, D., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 2089-2098 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Modeling
Dirichlet
Statistical model
World Wide Web
Leverage
22 Citations (Scopus)

Sentiment and topic analysis on social media: A multi-task multi-label classification approach

Huang, S., Peng, W., Li, J. & Lee, D., Jan 1 2013, Proceedings of the 5th Annual ACM Web Science Conference, WebSci'13. Association for Computing Machinery, p. 172-181 10 p. (Proceedings of the 5th Annual ACM Web Science Conference, WebSci'13; vol. volume).

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

Labels
Blogs
Marketing
11 Citations (Scopus)

Steeler nation, 12th man, and boo birds: Classifying Twitter user interests using time series

Yang, T., Lee, D. & Yan, S., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 684-691 8 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

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

Birds
Time series
Sports
2012
3 Citations (Scopus)

Characterizing landing pages in sponsored search

Liu, H., Kim, W. C. & Lee, D., Dec 1 2012, Proceedings - 2012 8th Latin American Web Congress, LA-WEB 2012. p. 100-107 8 p. 6392145. (Proceedings - 2012 8th Latin American Web Congress, LA-WEB 2012).

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

Landing
Search engines
Mobile devices
37 Citations (Scopus)

Continuous query for QoS-aware automatic service composition

Jiang, W., Hu, S., Lee, D., Gong, S. & Liu, Z., Sep 24 2012, Proceedings - 2012 IEEE 19th International Conference on Web Services, ICWS 2012. p. 50-57 8 p. 6257789. (Proceedings - 2012 IEEE 19th International Conference on Web Services, ICWS 2012).

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

Web services
Quality of service
Chemical analysis
Application programming interfaces (API)
29 Citations (Scopus)

Large-scale longitudinal analysis of SOAP-based and RESTful web services

Jiang, W., Lee, D. & Hu, S., Sep 24 2012, Proceedings - 2012 IEEE 19th International Conference on Web Services, ICWS 2012. p. 218-225 8 p. 6257810. (Proceedings - 2012 IEEE 19th International Conference on Web Services, ICWS 2012).

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

Web services
Quality of service
12 Citations (Scopus)

Location type classification using tweet content

Liu, H., Luo, B. & Lee, D., Dec 1 2012, Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012. p. 232-237 6 p. 6406574. (Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012; vol. 1).

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

social media
Marketing
history
79 Citations (Scopus)

Phillies tweeting from philly? Predicting twitter user locations with spatial word usage

Chang, H. W., Lee, D., Eltaher, M. & Lee, J., Dec 1 2012, Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. p. 111-118 8 p. 6425775. (Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012).

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

Maximum likelihood estimation
Experiments
13 Citations (Scopus)

Predicting aggregate social activities using continuous-time stochastic process

Huang, S., Chen, M., Luo, B. & Lee, D., Dec 19 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 982-991 10 p. (ACM International Conference Proceeding Series).

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

Random processes
Experiments
12 Citations (Scopus)

Scalable clustering methods for the name disambiguation problem

On, B. W., Lee, I. & Lee, D., Apr 1 2012, In : Knowledge and Information Systems. 31, 1, p. 129-151 23 p.

Research output: Contribution to journalArticle

Scalability
Merging
14 Citations (Scopus)

Semi-supervised dimensionality reduction for analyzing high-dimensional data with constraints

Yan, S., Bouaziz, S., Lee, D. & Barlow, J., Jan 15 2012, In : Neurocomputing. 76, 1, p. 114-124 11 p.

Research output: Contribution to journalArticle

Data structures
Learning
Datasets