Data Mining & Information System Lab   Database & Information Systems Group
Representative Papers
1 . Buru Chang, Yonggyu Park, Donghyeon Park, Seonsoon Kim, and Jaewoo Kang "Content-Aware Point-of-Interest Embedding Model for Successive POI Recommendation" The 27th International Joint Conference on Artificial Intelligence (IJCAI 18), Stockholm, Sweden. Jul 13-19 2018 (Full paper accepted. acceptance ratio: 20%)
2 . Buru Chang, Hyunjae Kim, Raehyun Kim, Daehan Kim, and Jaewoo Kang "A Deep Nueral Spoiler Detection Model using a Genre-Aware Attention Mechanism" The 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 18), Melbourne, Australia. Jun 3-6 2018 (Full paper accepted. acceptance ratio: 18%)
3 . Sangrak Lim, Kyubum Lee, Jaewoo Kang "Drug drug interaction extraction from the literature using a recursive neural network" PLOS ONE. 2018 (IF: 3.057 )
4 . Kyubum Lee†, Byounggun Kim†, Yonghwa Choi, Sunkyu Kim, Wonho Shin, Sunwon Lee, Sungjoon Park, Seongsoon Kim, Aik Choon Tan, Jaewoo Kang "Deep learning of mutation-gene-drug relations from the literature" BMC Bioinformatics. 2018 (IF: 2.448 )
5 . Minji Jeon, Sunkyu Kim, Sungjoon Park, Heewon Lee and Jaewoo Kang "In Silico Drug Combination Discovery for Personalized Cancer Therapy" BMC Systems Biology. 2018 (IF: 2.303 )
6 . Sungjoon Park†, Jung Min Kim†, Wonho Shin, Sung Won Han, Minji Jeon, Hyun Jin Jang, Ik-Soon Jang and Jaewoo Kang "BTNET : Boosted tree based gene regulatory network inference algorithm using time-course measurement data" BMC Systems Biology. 2018 (IF: 2.303 )
7 . Sunkyu Kim†, Heewon Lee†, Keonwoo Kim, Jaewoo Kang "Mut2Vec: distributed representation of cancerous mutation" BMC Medical Genomics. 2018 (IF: 2.848 )
8 . Seongsoon Kim†, Donghyeon Park†, Yonghwa Choi†, Kyubum Lee, Byounggun Kim, Minji Jeon, Jihye Kim, Aik Choon Tan, Jaewoo Kang "A Pilot Study of Biomedical Text Comprehension using an Attention-Based Deep Neural Reader: Design and Experimental Analysis" JMIR Medical Informatics. 2018 (IF: To be announced)
9 . Jinhyuk Lee, Hyunjae Kim, Miyoung Ko, Donghee Choi, Jaehoon Choi, Jaewoo Kang "Name Nationaltiy Classification with Recurrent Neural Networks" the Twenty-sixth International Joint Conference on Artificial Intelligence (IJCAI-17) . Aug 2017 (Full paper accepted. acceptance ratio: 24%)
10 . Seongsoon Kim†, Seongwoon Lee†, Donghyeon Park and Jaewoo Kang "Constructing and Evaluating a Novel Crowdsourcing-based Paraphrased Opinion Spam Dataset" The 26th International World Wide Web Conference (WWW 2017), Perth, Australia. Apr 5 2017 (Full paper accepted. acceptance ratio: 17%)
11 . Myunggyo Lee,Kyubum Lee,Namhee Yu,Insu Jang,Ikjung Choi,Pora Kim,Ye Eun Jang,Byounggun Kim,Sunkyu Kim,Byungwook Lee,Jaewoo Kang,and Sanghyuk Lee "ChimerDB 3.0: an enhanced database for fusion genes from cancer transcriptome and literature data mining" NUCLEIC ACIDS RESEARCH. 2017 «Link» (IF: 9.202 )
12 . Sunwon Lee,Donghyeon Kim,Kyubum Lee,Jaehoon Choi,Seongsoon Kim,Minji Jeon,Sangrak Lim,Donghee Choi,Sunkyu Kim,Aik-Choon Tan,Jaewoo Kang "BEST: Next-Generation Biomedical Entity Search Tool for Knowledge Discovery from Biomedical Literature" PLOS ONE. Oct 2016 «Link» (IF: 3.057 )
13 . Benjamin Hur, Sangsoo Lim, Heejoon Chae, Seokjun Seo, Sunwon Lee, Jaewoo Kang, Sun Kim "CLIP-GENE: a web service of the condition specific context-laid integrative analysis for gene prioritization in mouse TF knockout experiments" BIOLOGY DIRECT. Oct 2016 (IF: 3.016 )
14 . Kyubum Lee, Wonho Shin, Byounggun Kim, Sunwon Lee, Yonghwa Choi, Sunkyu Kim, Minji Jeon, Aik Choon Tan, Jaewoo Kang, "HiPub: translating PubMed and PMC texts to networks for knowledge discovery" BIOINFORMATICS, Vol. 32, Issue 18. Aug 2016 «Link» (IF: 5.766 )
15 . Jukyong Lee, Yonghwa Choi, Suhkyung Kim, Seongsoon Kim, Jaewoo Kang "SEMO: Searching Majority Opinions on Movies using SNS and QA Threads" The 25th International World Wide Web Conference (WWW). Apr 11-15 2016 (Demo)
16 . Kyubum Lee,Sunwon Lee,Sungjoon Park,Sunkyu Kim,Suhkyung Kim,Kwanghun Choi,Aik Choon Tan,Jaewoo Kang "BRONCO: Biomedical entity Relation ONcology COrpus for extracting gene-variant-disease-drug relations" DATABASE, Vol. 2016. Apr 2016 «Link» (IF: 4.457 )
17 . Jocelyn Barbosa, Kyubum Lee, Sunwon Lee, Bilal Lodhi, Jae-Gu Cho, Woo-Keun SeoEmail author and Jaewoo Kang "Efficient quantitative assessment of facial paralysis using iris segmentation and active contour-based key points detection with hybrid classifier" BMC MEDICAL IMAGING. Mar 2016 (IF: 1.663 )
18 . Seongsoon Kim, Hyeokyoon Chang, Seongwoon Lee, Minhwan Yu, Jaewoo Kang "Deep Semantic Frame-based Deceptive Opinion Spam Analysis" In Proceedings of ACM International Conference on Information and Knowledge Management (CIKM), Melbourne, Australia. Oct 19-23 2015
19 . Ashis Saha, Minji Jeon, Aik Choon Tan, Jaewoo Kang "iCOSSY: An Online Tool for Context-Specific Subnetwork Discovery from Gene Expression Data" PLoS One, Vol. 10, Issue 7. Jul 6 2015 «Link» (IF: 3.534 )
20 . Woondong Yeo, Seonho Kim, Hyunwoo Park, Jaewoo Kang "A bibliometric method for measuring the degree of technological innovation" Technological Forecasting and Social Change, Vol. 95, Pages 152-162. Jun 2015 (DOI: 10.1016/j.techfore.2015.01.018) (IF: 1.959 )
21 . Jaehoon Choi, Donghyeon Kim, Donghee Choi, Seongsoon Kim, Sangrak Lim, Youngjae Choi and Jaewoo Kang "Smith Search: Opinion-Based Restaurant Search Engine" Proceedings of the 24st International Conference on World Wide Web (WWW), Florence, Italy. May 17-23 2015 (Demo)
22 . Minjae Yoo, Jimin Shin, Jihye Kim, Karen A. Ryall, Kyubum Lee, Sunwon Lee, Minji Jeon, Jaewoo Kang, Aik Choon Tan "DSigDB: Drug Signatures Database for Gene Set Analysis " Bioinformatics. May 19 2015 (IF: 4.621 )
23 . Jihye Kim, Vihas T. Vasu, Rangnath Mishra, Katherine R. Singleton, Minjae Yoo, Sonia M. Leach, Eveline Farias-Hesson, Robert J. Mason, Jaewoo Kang, Preveen Ramamoorthy,Jeffrey A. Kern, Lynn E. Heasley, James H. Finigan and Aik Choon Tan "Bioinformatics-driven discovery of rational combination for overcoming EGFR-mutant lung cancer resistance to EGFR therapy" Bioinformatics, Vol. 30, No. 17, Pages 2393-2398. Sep 2014 doi: 10.1093/bioinformatics/btu323 (IF: 5.233 )
24 . Woondong Yeo, Seonho Kim, Jae-Min Lee, Jaewoo Kang "Aggregative and stochastic model of main path identification: a case study on graphene" Scientometrics, Vol. 98, Issue 1, Pages 633-655. Jan 2014 (DOI) 10.1007/s11192-013-1140-3 (IF: 2.133 )
25 . Minji Jeon, Sunwon Lee, Kyubum Lee, Aik-Choon Tan and Jaewoo Kang "BEReX: Biomedical Entity-Relationship eXplorer" Bioinformatics, Vol. 30, Issue 1, Pages 135-136. Jan 1 2014 «Link» (IF: 5.323 )
26 . Ashis Saha, Aik Choon Tan, Jaewoo Kang "Automatic Context-Specific Subnetwork Discovery from Large Interaction Networks" PLOS ONE, Vol. 9, Issue 1. Jan 1 2014 (IF: 3.73 )
27 . Woondong Yeo, Seonho Kim, Byoung-Youl Coh, Jaewoo Kang "A quantitative approach to recommend promising technologies for SME innovation: a case study on knowledge arbitrage from LCD to solar cell" Scientometrics, Vol. 96, Issue 2, Pages 589-604. Jul 2013 (IF: 2.133 )
28 . Junkyu Lee, Seongsoon Kim, Sunwon Lee, Kyubum Lee, Jaewoo Kang "On the efficacy of per-relation basis performance evaluation for PPI extraction and a high-precision rule-based approach" BMC Medical Informatics and Decision Making, Vol. 13, No. 1. Apr 5 2013 (IF: 1.603 )
29 . Jaehoon Choi, Donghyeon Kim, Seongsoon Kim, Junkyu Lee, Sunwon Lee and Jaewoo Kang "Consento: A New Framework for Opinion Based Entity Search and Summarization" 21st ACM International Conference on Information and Knowledge Management (CIKM), Hawaii, USA. Oct 29 2012 (Short)
30 . Jaehoon Choi, Donghyeon Kim, Seongsoon Kim, Sunwon Lee, Kyubum Lee and Jaewoo Kang "BOSS: context-enhanced search for biomedical objects" BMC Medical Informatics and Decision Making, Vol. 12, No. 1. Apr 30 2012 (IF: 2.23 )
31 . Pankaj Chopra, Jinseung Lee, Jaewoo Kang and Sunwon Lee "Improving Cancer Classification Accuracy Using Gene Pairs" PLoS ONE, Vol. 5, Issue 12, Pages 1-10. Dec 21 2010 (IF: 4.351 )
32 . Yoojin Hong, Jaewoo Kang, Dongwon Lee, and Damian B. van Rossum "Adaptive GDDA-BLAST: Fast and Efficient Algorithm for Protein Sequence Embedding" PLoS ONE, Vol. 5, Issue 10. Oct 22 2010 (IF: 4.351 )
33 . Hanjun Shin, Ki Hoon Kim, Chihwan Song, Injoon Lee, Kyubum Lee, Jaewoo Kang, and Yoon Kyoo Kang "Electrodiagnosis support system for localizing neural injury in an upper limb" Journal of the American Medical Informatics Association, Vol. 17, Issue 3, Pages 345-347. May 2010 (IF: 3.974 )
34 . Gayathri Tambaram Kailasam, and Jin-Seung Lee, Jae-Won Rhee, and Jaewoo Kang "Efficient skycube computation using point and domain-based filtering" Information Sciences, Vol. 180, Issue 7, Pages 1090-1103. Apr 2010 (IF: 3.291 )
35 . Pankaj Chopra, Jaewoo Kang, and Jinseung Lee "Using Gene Pair Combinations to Improve the Accuracy of the PAM Classifier" Proceedings of the IEEE International conference on Bioinformatics and Biomedicine(BIBM), Washington D.C., USA. Nov 2009
36 . Sungbo Seo, Jaewoo Kang, and Keun Ho Ryu "Multivariable stream data classification using motifs and their temporal relations" Information Sciences, Vol. 179, Issue 20, Pages 3489-3504. Aug 2009 (IF: 3.291 )
37 . Jaewoo Kang, and Jeffrey F. Naughton "Schema Matching Using Interattribute Dependencies" IEEE Transactions on Knowledge and Data Engineering, Vol. 20, No. 10, Pages 1393-1407. Oct 2008 (IF: 2.285 )
38 . Sunshin Kim, Jaewoo Kang, Yong Je Chung, Jinyan Li, and Keun Ho Ryu "Clustering orthologous proteins across phylogenetically distant species" Proteins: Structure, Function, and Bioinformatics, Vol. 71, Issue 3, Pages 1113-1122. May 2008 (IF: 3.085 )
39 . Pankaj Chopra, Jaewoo Kang, Jiong Yang, HyungJun Cho, Heenam Stanley Kim, and Min-Goo Lee "Microarray data mining using landmark gene-guided clustering" BMC Bioinformatics, Vol. 9, Issue 1, Rec. No. 92. Feb 2008 (IF: 3.428 )
40 . Dongwon Lee, Jaewoo Kang, Prasenjit Mitra, C. Lee Giles, and Byung-Won On "Are your citations clean?" Communications of the ACM, Vol. 50, Issue 12, Pages 33-38. Dec 2007 (IF: 2.346 )