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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
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

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

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
5 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
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

2 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
1 Citation (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

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
7 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
6 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

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
5 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
37 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
20 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
10 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
47 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
12 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, Vol. volume. p. 172-181 10 p.

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
36 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

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
78 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
11 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
1 Citation (Scopus)

Toward mobile-friendly libraries: The status quo

Lee, D., Oct 25 2012, Theory and Practice of Digital Libraries - Second International Conference, TPDL 2012, Proceedings. p. 38-50 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7489 LNCS).

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

Mobile devices
Libraries
Websites
Mobile Devices
Demonstrate
2011

Complex network theory based web services composition benchmark toolkit

Oh, S. C. & Lee, D., Dec 1 2011, Innovations, Standards and Practices of Web Services: Emerging Research Topics. IGI Global, p. 1-22 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Circuit theory
Complex networks
Web services
Chemical analysis
WSDL