• 1576 Citations
  • 22 h-Index
1991 …2020

Research output per year

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Research Output

2020

Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability

Yeo, J., Hwang, S. W., Kim, S., Koh, E. & Lipka, N., 2020 Feb 1, In : IEEE Transactions on Knowledge and Data Engineering. 32, 2, p. 246-259 14 p., 8554139.

Research output: Contribution to journalArticle

Soft representation learning for sparse transfer

Park, H., Yeo, J., Wang, G. & Hwang, S. W., 2020 Jan 1, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1560-1568 9 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

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

XINA: Explainable Instance Alignment Using Dominance Relationship

Yeo, J., Park, H., Lee, S., Lee, E. W. & Hwang, S. W., 2020 Feb 1, In : IEEE Transactions on Knowledge and Data Engineering. 32, 2, p. 388-401 14 p., 8540085.

Research output: Contribution to journalArticle

2019

Counterfactual attention supervision

Choi, S., Park, H. & Hwang, S. W., 2019 Nov, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1006-1011 6 p. 8970893. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

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

Design of seamless multi-modal interaction framework for intelligent virtual agents in wearable mixed reality environment

Ali, G., Le, H. Q., Kim, J., Hwang, S. W. & Hwang, J. I., 2019 Jul 1, Proceedings of the 32nd International Conference on Computer Animation and Social Agents, CASA 2019. Association for Computing Machinery, p. 47-52 6 p. (ACM International Conference Proceeding Series).

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

Explanatory and actionable debugging for machine learning: A tableQA demonstration

Cho, M., Lee, G. & Hwang, S. W., 2019 Jul 18, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1333-1336 4 p. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

Semi-supervised training data generation for multilingual question answering

Lee, K., Yoon, K., Park, S. & Hwang, S. W., 2019 Jan 1, 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. 2758-2762 5 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

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

3 Citations (Scopus)

Visual choice of plausible alternatives: An Evaluation of Image-based Commonsense Causal Reasoning

Yeo, J., Lee, G., Wang, G., Choi, S., Cho, H., Kim Amplayo, R. & Hwang, S. W., 2019 Jan 1, 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. 2009-2013 5 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

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

2018

Cold-start aware user and product attention for sentiment classification

Amplayo, R. K., Kim, J., Sung, S. & Hwang, S. W., 2018 Jan 1, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 2535-2544 10 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

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

7 Citations (Scopus)

Entity commonsense representation for neural abstractive summarization

Amplayo, R. K., Lim, S. & Hwang, S. W., 2018 Jan 1, Long Papers. Association for Computational Linguistics (ACL), p. 697-707 11 p. (NAACL HLT 2018 - 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

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

4 Citations (Scopus)

List intersection for web search: Algorithms, cost models, and optimizations

Kim, S., Lee, T., Hwang, S. W. & Elnikety, S., 2018 Jan 1, In : Proceedings of the VLDB Endowment. 12, 1, p. 1-13 13 p.

Research output: Contribution to journalConference article

Machine-translated knowledge transfer for commonsense causal reasoning

Yeo, J., Wang, G., Cho, H., Choi, S. & Hwang, S. W., 2018 Jan 1, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 2021-2028 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

4 Citations (Scopus)

Mining cross-cultural differences and similarities in social media

Lin, B. Y., Xu, F. F., Zhu, K. Q. & Hwang, S. W., 2018 Jan 1, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 709-719 11 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

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

Translations as additional contexts for sentence classification

Amplayo, R. K., Lee, K., Yeo, J. & Hwang, S. W., 2018 Jan 1, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 3955-3961 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

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

3 Citations (Scopus)
2017

Aspect sentiment model for micro reviews

Amplayo, R. K. & Hwang, S. W., 2017 Dec 15, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Karypis, G., Alu, S., Raghavan, V., Wu, X. & Miele, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 727-732 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2017-November).

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

3 Citations (Scopus)

CrowdK: Answering top-k queries with crowdsourcing

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

Research output: Contribution to journalArticle

9 Citations (Scopus)

Efficient Keyword-Aware Representative Travel Route Recommendation

Wen, Y. T., Yeo, J., Peng, W. C. & Hwang, S. W., 2017 Aug, In : IEEE Transactions on Knowledge and Data Engineering. 29, 8, p. 1639-1652 14 p., 7891639.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Entity suggestion with conceptual explanation

Zhang, Y., Xiao, Y., Hwang, S. W., Wang, H., Wang, X. S. & Wang, W., 2017 Jan 1, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 4244-4250 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

3 Citations (Scopus)

Event grounding from multimodal social network fusion

Cho, H., Yeo, J. & Hwang, S. W., 2017 Jan 31, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Wu, X., Baeza-Yates, R., Domingo-Ferrer, J. & Zhou, Z-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 835-840 6 p. 7837912. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

1 Citation (Scopus)

Gradable adjective embedding for commonsense knowledge

Lee, K., Cho, H. & Hwang, S. W., 2017 Jan 1, Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Proceedings. Cao, L., Shim, K., Lee, J-G., Kim, J., Moon, Y-S. & Lin, X. (eds.). Springer Verlag, p. 814-827 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10235 LNAI).

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

Graph-based wrong IsA relation detection in a large-scale lexical taxonomy

Liang, J., Xiao, Y., Zhang, Y., Hwang, S. W. & Wang, H., 2017 Jan 1, p. 1178-1184. 7 p.

Research output: Contribution to conferencePaper

9 Citations (Scopus)

Linking, integrating, and translating entities via iterative graph matching

Lee, T. & Hwang, S. W., 2017 Mar 16, TAAI 2016 - 2016 Conference on Technologies and Applications of Artificial Intelligence, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 248-255 8 p. 7880156. (TAAI 2016 - 2016 Conference on Technologies and Applications of Artificial Intelligence, Proceedings).

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

1 Citation (Scopus)

Multimodal KB Harvesting for Emerging Spatial Entities

Yeo, J., Cho, H., Park, J. W. & Hwang, S. W., 2017 May 1, In : IEEE Transactions on Knowledge and Data Engineering. 29, 5, p. 1073-1086 14 p., 7814228.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Predicting online purchase conversion for retargeting

Yeo, J., Kim, S., Koh, E., Hwang, S. W. & Lipka, N., 2017 Feb 2, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 591-600 10 p. (WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining).

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

12 Citations (Scopus)

Understanding relations using concepts and semantics

Park, J., Cho, H. & Hwang, S. W., 2017 May 14, Proceedings of the 3rd International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets, DSMM 2017 - In conjunction with the ACM SIGMOD/PODS Conference. Association for Computing Machinery, Inc, 15. (Proceedings of the 3rd International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets, DSMM 2017 - In conjunction with the ACM SIGMOD/PODS Conference).

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

1 Citation (Scopus)
2016

Commonsense causal reasoning between short texts

Luo, Z., Sha, Y., Zhu, K. Q., Hwang, S. W. & Wang, Z., 2016 Jan 1, p. 421-430. 10 p.

Research output: Contribution to conferencePaper

8 Citations (Scopus)

Cost-aware triage ranking algorithms for bug reporting systems

Park, J. W., Lee, M. W., Kim, J., Hwang, S. W. & Kim, S., 2016 Sep 1, In : Knowledge and Information Systems. 48, 3, p. 679-705 27 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Cross-lingual type inference

Xu, B., Zhang, Y., Liang, J., Xiao, Y., Hwang, S. W. & Wang, W., 2016 Jan 1, Database Systems for Advanced Applications - 21st International Conference, DASFAA 2016, Proceedings. Navathe, S. B., Wu, W., Shekhar, S., Du, X., Xiong, H. & Wang, X. S. (eds.). Springer Verlag, p. 447-462 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9642).

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

10 Citations (Scopus)

ECO: Entity-level captioning in context

Cho, H. & Hwang, S. W., 2016 Nov 21, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Kumar, R., Caverlee, J. & Tong, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 750-751 2 p. 7752321. (Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016).

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

Fine-grained semantic conceptualization of frameNet

Park, J. W., Hwang, S. W. & Wang, H., 2016 Jan 1, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 2638-2644 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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

2 Citations (Scopus)

KBQA: Learning question answering over QA corpora and knowledge bases

Cui, W., Xiao, Y., Wang, H., Song, Y., Hwang, S. W. & Wang, W., 2016 Jan 1, In : Proceedings of the VLDB Endowment. 10, 5, p. 565-576 12 p.

Research output: Contribution to journalConference article

43 Citations (Scopus)

KSTR: Keyword-aware skyline travel route recommendation

Wen, Y. T., Cho, K. J., Peng, W. C., Yeo, J. & Hwang, S. W., 2016 Jan 5, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Aggarwal, C., Zhou, Z-H., Tuzhilin, A., Xiong, H. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 449-458 10 p. 7373349. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2016-January).

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

15 Citations (Scopus)

Prediction and predictability for search query acceleration

Hwang, S. W., Kim, S., He, Y., Elnikety, S. & Choi, S., 2016 Aug, In : ACM Transactions on the Web. 10, 3, 2943784.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Probabilistic prototype model for serendipitous property mining

Lee, T., Hwang, S. W. & Wang, Z., 2016 Jan 1, COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 663-673 11 p. (COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers).

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

Processing and optimizing main memory spatial-keyword queries

Lee, T., Hwang, S. W., Park, J. W., Lee, S., Elnikety, S. & He, Y., 2016 Jan 1, Proceedings of the VLDB Endowment. 3 ed. Association for Computing Machinery, p. 132-143 12 p. (Proceedings of the VLDB Endowment; vol. 9, no. 3).

Research output: Chapter in Book/Report/Conference proceedingChapter

16 Citations (Scopus)

Trivia quiz mining using probabilistic knowledge

Lee, T., Hwang, S. W. & Wang, Z., 2016 Nov 21, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Kumar, R., Caverlee, J. & Tong, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1392-1393 2 p. 7752427. (Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016).

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

2 Citations (Scopus)

Understanding emerging spatial entities

Yeo, J., Park, J. W. & Hwang, S. W., 2016 Jan 1, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 301-307 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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

3 Citations (Scopus)

Verb pattern: A probabilistic semantic representation on verbs

Cui, W., Zhou, X., Lin, H., Xiao, Y., Wang, H., Hwang, S. W. & Wang, W., 2016 Jan 1, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 2587-2593 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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

4 Citations (Scopus)
2015

An association network for computing semantic relatedness

Zhang, K., Zhu, K. Q. & Hwang, S. W., 2015 Jun 1, Proceedings of the 29th AAAI Conference on Artificial Intelligence, AAAI 2015 and the 27th Innovative Applications of Artificial Intelligence Conference, IAAI 2015. AI Access Foundation, p. 593-599 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

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

5 Citations (Scopus)

Crowdsourcing identification of license violations

Lee, S., German, D. M., Hwang, S. W. & Kim, S., 2015 Jan 1, In : Journal of Computing Science and Engineering. 9, 4, p. 190-203 14 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Delayed-dynamic-selective (DDS) prediction for reducing extreme tail latency in web search

Kim, S., Elnikety, S., He, Y., Choi, S. & Hwang, S. W., 2015 Feb 2, WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 7-16 10 p. (WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining).

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

25 Citations (Scopus)
2014

ARIA: AsymmetRy Resistant Instance Alignment

Lee, S. & Hwang, S. W., 2014 Jan 1, Proceedings of the 28th AAAI Conference on Artificial Intelligence and the 26th Innovative Applications of Artificial Intelligence Conference and the 5th Symposium on Educational Advances in Artificial Intelligence. AI Access Foundation, p. 94-100 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

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

7 Citations (Scopus)

Efficient entity matching using materialized lists

Lee, S., Lee, J. & Hwang, S. W., 2014 Mar 10, In : Information sciences. 261, p. 170-184 15 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Foreword

Li, F., Li, G. & Hwang, S. W., 2014 Jan 1, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8485 LNCS, p. VI

Research output: Contribution to journalEditorial

1 Citation (Scopus)

MSSQ: Manhattan spatial skyline queries

Son, W., Hwang, S. W. & Ahn, H. K., 2014 Jan 1, In : Information Systems. 40, p. 67-83 17 p.

Research output: Contribution to journalArticle

17 Citations (Scopus)

Overcoming asymmetry in entity graphs

Lee, T., Cha, Y. R. & Hwang, S. W., 2014 Dec 1, In : IEEE Transactions on Knowledge and Data Engineering. 26, 12, p. 3051-3063 13 p., 6945935.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Predictive parallelization: Taming tail latencies in web search

Jeon, M., Kim, S., Hwang, S. W., He, Y., Elnikety, S., Cox, A. L. & Rixner, S., 2014 Jan 1, SIGIR 2014 - Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 253-262 10 p. (SIGIR 2014 - Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

42 Citations (Scopus)

Scalable skyline computation using a balanced pivot selection technique

Lee, J. & Hwang, S. W., 2014 Jan 1, In : Information Systems. 39, 1, p. 1-21 21 p.

Research output: Contribution to journalArticle

37 Citations (Scopus)

Skill ontology-based model for quality assurance in crowdsourcing

Maarry, K. E., Balke, W. T., Cho, H., Hwang, S. W. & Baba, Y., 2014 Jan 1, Database Systems for Advanced Applications - 19th International Conference, DASFAA 2014, International Workshops: BDMA, DaMEN, SIM3, UnCrowd, Revised Selected Papers. Springer Verlag, p. 376-387 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8505 LNCS).

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

10 Citations (Scopus)

Skyline ranking for uncertain databases

Yong, H., Lee, J., Kim, J. & Hwang, S. W., 2014 Jan 1, In : Information sciences. 273, p. 247-262 16 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)