Sourav S Bhowmick

Refereed Publications in Data Mining & Analytics

Social Analytics

ID
Year
Publication Details
Accept. Rate
37
June 2025
Castillo C. F. Gumtang, Chun Leong Tham, Sourav S Bhowmick
IEEE Data Engineering Bulletin, 49(2), IEEE CS
Invited
36
June 2025
Yining Zhao, Sourav S Bhowmick, Nastassja L. Fischer, Annabel Chen Shen-Hsing
IEEE Data Engineering Bulletin, 49(2), IEEE CS
Invited
35
July 2025
Yining Zhao, Sourav S Bhowmick, Nastassja L. Fischer, Annabel S.H. Chen
In Proceedings of 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR 2025), Padova, Italy
21.5%
34
May 2024
Sourav S Bhowmick, Hui Li, Annabel S. H. Chen, Yining Zhao
In the Proceedings of the ACM Web Conference (ACM WWW), ACM Press, Singapore (Tutorial)
33
June 2023
Hui Li, Mengting Xu, Sourav S Bhowmick, Shafiq Joty, Changsheng Sun, Jiangtao Cui
IEEE Transactions on Computational Social Systems (IEEE TCSS), 10(3), IEEE CS Press
32
Oct 2021
Castillo Clarence Fitzgerald Gumtang, Sourav S Bhowmick
In Proceedings of 29th ACM International Conference on Multimedia (ACM MM 2021), Virtual (Interactive Arts Track)
31
June 2020
Hui Li, Hui Li, Sourav S Bhowmick
In the Proceedings of 46th ACM SIGMOD International Conference on Management of Data (ACM SIGMOD 2020), Portland, USA
30
May 2020
Hui Li, Hui Li, Sourav S Bhowmick
In the Proceedings of the 24th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2020), Springer-Verlag, Singapore
21%
29
July 2019
Christina Lui, Sourav S Bhowmick, Adam Jatowt
In Proceedings of 42nd international ACM SIGIR conference on Research and Development in Information Retrieval (ACM SIGIR 2019), Paris, France (Demo)
28
June 2019
Jin Yao Chin, Sourav S Bhowmick, Adam Jatowt
Journal of the Association for Information Science and Technology (JASIST), 70(6), Wiley Publisher (IF 2.835)
27
July 2018
Min Min Chew, Sourav S Bhowmick, Adam Jatowt
In Proceedings of 41st international ACM SIGIR conference on Research and Development in Information Retrieval (ACM SIGIR 2018), Ann Arbor, USA
30%
26
July 2018
Boon Siew Seah, Aixin Sun, Sourav S Bhowmick
In Proceedings of 41st international ACM SIGIR conference on Research and Development in Information Retrieval (ACM SIGIR 2018), Ann Arbor, USA
30%
25
August 2017
Jin Yao Chin, Sourav S Bhowmick, Adam Jatowt
In Proceedings of 40th international ACM SIGIR conference on Research and Development in Information Retrieval (ACM SIGIR 2017), Tokyo, Japan (Demo)
24
Sept 2015
Boon Siew Seah, Sourav S Bhowmick, Aixin Sun
In the Proceedings of 41st International Conference on Very Large Data Bases (VLDB 2015), Hawaii, USA (Demo)
49 / 150
23
May 2015
Hui Li, Sourav S Bhowmick, Jiangtao Cui, Yunjun Gao, Jianfeng Ma
In the Proceedings of 41st ACM SIGMOD International Conference on Management of Data (ACM SIGMOD 2015), Melbourne, Australia
★ Best Paper Nomination
25.6%
22
Jan 2015
Hui Li, Sourav S Bhowmick, Aixin Sun, J Cui
The VLDB Journal, 24(1), Springer-Verlag
21
July 2014
Boon-Siew Seah, Sourav S Bhowmick, Aixin Sun
In Proceedings of 37th international ACM SIGIR conference on Research and Development in Information Retrieval (ACM SIGIR 2014), Gold Coast, Australia
21%
20
June 2014
Kaiyu Feng, Gao Cong, Sourav S Bhowmick, Shuai Ma
In the Proceedings of 40th ACM SIGMOD International Conference on Management of Data (ACM SIGMOD 2014), Snowbird, Utah, USA
25%
19
Apr 2014
Summarizing Social Image Search Results
Boon-Siew Seah, Sourav S Bhowmick, Aixin Sun
In the Proceedings of 23rd ACM International World Wide Web Conference (ACM WWW 2014), Seoul, South Korea (Poster)
91 / 566
18
Apr 2014
Sourav S Bhowmick, Aixin Sun, Ba Quan Truong
In the Proceedings of 23rd ACM International World Wide Web Conference (ACM WWW 2014), Seoul, South Korea (Demo)
28 / 84
17
Jan 2014
Affinity-driven Blog Cascade Analysis and Prediction
Hui Li, Sourav S Bhowmick, Aixin Sun, J. Cui.
Data Mining and Knowledge Discovery (DMKD) (IF 2.877), 28(2), Springer
16
Oct 2013
Sourav S Bhowmick, Aixin Sun, Ba Quan Truong
In the Proceedings of 21st ACM Conference on Multimedia (ACM MM 2013), Barcelona, Spain
20%
15
Mar 2013
Hui Li, Sourav S Bhowmick, Aixin Sun
In the Proceedings of 16th International Conference on Extending Database Technology (EDBT 2013), Genoa, Italy
20.6%
14
June 2012
Ba Quan Truong, Aixin Sun, Sourav S Bhowmick
In the Proceedings of 2nd ACM International Conference on Multimedia Retrieval (ACM ICMR 2012), Hong Kong, China
18% (Oral)
13
Apr 2012
Ba Quan Truong, Aixin Sun, Sourav S Bhowmick
In the Proceedings of 21st ACM International Conference on World Wide Web (ACM WWW 2012), Lyon, France (Demo)
12
Nov 2011
Aixin Sun, Sourav S Bhowmick, Jun-An Chong
In the Proceedings of 19th ACM Conference on Multimedia (ACM MM 2011), Scottsdale, Arizona, USA (Short)
11
Oct 2011
Hui Li, Sourav S Bhowmick, Aixin Sun
In the Proceedings of 20th ACM Conference of Information and Knowledge Management (ACM CIKM 2011), Glasgow, Scotland (Short)
25%
10
2011
Aixin Sun, Sourav S Bhowmick, Khanh Tran Nam Nguyen, Ge Bai
Journal of the American Society of Information Science and Technology (JASIST), 62(12) (IF 2.3)
9
July 2011
Hui Li, Sourav S Bhowmick, Aixin Sun
Journal of the American Society of Information Science and Technology (JASIST), 62(7) (IF 2.3)
8
2011
Quantifying Visual-Representativeness of Social Image Tags using Image Tag Clarity.
Aixin Sun, Sourav S. Bhowmick
Social Media Modeling and Computing, Steven C.H. Hoi, et al (Eds.), Springer-Verlag
7
Oct 2010
Hui Li, Sourav S Bhowmick, A Sun
In the Proceedings of 19th ACM International Conference on Information and Knowledge Management (ACM CIKM 2010), ACM Press, Toronto, Canada (Short paper)
31%
6
Oct 2010
A Sun, Sourav S Bhowmick
In the Proceedings of 18th ACM International Conference on Multimedia (ACM MM 2010), ACM Press, Firenze, Italy
16%
5
Oct 2010
A Sun, Sourav S Bhowmick
ACM Multimedia Grand Challenge (ACM MM 2010), Firenze, Italy
4
Sept 2010
A Sun, Sourav S Bhowmick, Y Liu
In the Proceedings of 36th International Conference on Very Large Data Bases (VLDB 2010), Singapore (Demo paper)
36%
3
Oct 2009
Aixin Sun, Sourav S Bhowmick
In ACM Workshop on Social Media (in conjunction with ACM MM 2009), ACM Press, Beijing, China
★ Nominated for Best Paper Award
2
Nov 2009
Li Hui, Sourav S Bhowmick, Aixin Sun
In the Proceedings of 18th ACM International Conference on Information and Knowledge Management (ACM CIKM 2009), ACM Press, Hong Kong, China.
14.5%
1
Oct 2008
Q Zhao, S S Bhowmick, X Zheng, K Yi
In the Proceedings of 17th ACM International Conference on Information and Knowledge Management (ACM CIKM 2008), ACM Press, Napa Valley, California, USA
17%

Time Series Analytics

ID
Year
Publication Details
Accept. Rate
8
Nov 2025
Yanyun Cao, Rundong Zuo, Rui Cao, Byron Choi, Jianliang Xu, Sourav S Bhowmick
In Proceedings of 34th ACM International Conference on Information and Knowledge Management (ACM CIKM 2025), ACM Press, Seoul, South Korea (Demo)
37 / 95
7
May 2025
Guozhong Li, Byron Choi, Rundong Zuo, Sourav S Bhowmick, Jianliang Xu
In the Proceedings of the 41st IEEE International Conference on Data Engineering (ICDE 2025), IEEE CS, Hong Kong SAR, China
20%
6
Aug 2024
Rundong Zuo, Guozhong Li, Rui Cao, Byron Choi, Jianliang Xu, Sourav S Bhowmick
In Proceedings of 50th International Conference on Very Large Data Bases (VLDB 2024), ACM Press, Guangzhou, China.
21%
5
Feb 2023
Rundong Zuo, Guozhong Li, Byron Choi, Sourav S Bhowmick, Daphne Mah, Grace L.H. Wong
In Proceedings of 37th AAAI Conference on Artificial Intelligence (AAAI 2023), AAAI Press, Washington, D.C., USA.
19.6%
4
May 2022
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S Bhowmick, Daphne Mah, Grace Wong
In the Proceedings of 38th IEEE International Conference on Data Engineering (ICDE 2022), IEEE CS, Kuala Lumpur, Malaysia
3
March 2022
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S Bhowmick, Kwok-Pan Chun, Grace Wong
IEEE Transactions on Data and Knowledge Engineering (TKDE), 34(3), IEEE CS
2
Feb 2021
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S Bhowmick, Kwok-Pan Chun, Grace L.H. Wong
In Proceedings of 35th AAAI Conference on Artificial Intelligence (AAAI 2021), Vancouver, Canada.
21%
1
October 2020
Guozhong Li, Byron Choi, Sourav S Bhowmick, Grace L.H. Wong, Kwok-Pan Chun, Shiwen Li
In the Proceedings of 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), ACM Press, Galway, Ireland (Demo).
60 / 160

Evolution Analytics

ID
Year
Publication Details
Accept. Rate
32
November 2019
Adam Jatowt, Ricardo Campos, Sourav S Bhowmick, Antoine Doucet
In the Proceedings of 28th ACM International Conference on Information and Knowledge Management (CIKM 2019), ACM Press, Beijing, China (Demo).
31
September 2019
Yijun Duan, Adam Jatowt, Sourav S. Bhowmick, Masatoshi Yoshikawa
Data Science and Engineering (DSE), 4(3), Springer-Verlag
★ Invited, Best of DASFAA 2019
30
Apr 2019
Yijun Duan, Adam Jatowt, S S Bhowmick, M Yoshikawa
In the Proceedings of the 24th International Conference on Database Systems for Advanced Applications (DASFAA 2019), Springer Verlag, Chiangmai, Thailand
★ Best Papers of DASFAA 2019
18%
29
February 2019
Yating Zhang, Adam Jatowt, Sourav S Bhowmick, Yuji Matsumoto
In the Proceedings of 12th ACM International Conference on Web Search and Data Mining (WSDM 2019), ACM Press, Melbourne, Australia (Demo).
28
October 2018
Adam Jatowt, Ricardo Campos, Sourav S Bhowmick, Nina Tahmasebi, Antoine Doucet
In the Proceedings of 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), ACM Press, Turin, Italy (Demo).
26 / 102
27
October 2016
Yating Zhang, Adam Jatowt, Sourav S Bhowmick, Katsumi Tanaka
IEEE Transactions on Data and Knowledge Engineering (TKDE), 28(10), IEEE CS
26
July 2015
Yating Zhang, Adam Jatowt, Sourav S Bhowmick, Katsumi Tanaka
In the Proceedings of 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015), Beijing, China.
25%
25
August 2009
Ling Chen, S S Bhowmick, W Nejdl
In the Proceedings of 35th International Conference on Very Large Data Bases (VLDB 2009), Lyon, France
17.9%
24
Oct 2009
L Chen, S S Bhowmick, W Nejdl
Data and Knowledge Engineering Journal (DKE), 68(10), Elsevier Science (IF 1.75)
23
Apr 2009
In the Search of NECTARs from Evolutionary Trees
Ling Chen, S S Bhowmick
In the Proceedings of 14th International Conference on Database Systems for Advanced Applications (DASFAA 2009), Springer Verlag, Brisbane, Australia
21%
22
Apr 2009
S S Bhowmick
In the Proceedings of 14th International Conference on Database Systems for Advanced Applications (DASFAA 2009), Springer Verlag, Brisbane, Australia
21%
21
May 2007
Mirror Site Maintenance Based on Evolution Associations of Web Directories
L Chen, S S Bhowmick, W Nejdl
In the Proceedings of 16th ACM International Conference on World Wide Web (ACM WWW 2007), ACM Press, Banff, Canada (Poster Paper)
20
Aug 2006
Q Zhao, T-Y Liu, S S Bhowmick, W-Y Ma
In the Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD 2006), ACM Press, Philadelphia, USA
ACM Student Travel Award
11%
19
May 2006
Q Zhao, C-H Hoi, T-Y Liu, S S Bhowmick, M R Lyu, W-Y Ma
In the Proceedings of the 15th ACM International Conference on World Wide Web (WWW 2006), ACM Press, Edinburgh, Scotland
11%
18
April 2006
Q Zhao, S S Bhowmick, L Gruenwald
In the Proceedings of the 10th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006), Springer-Verlag, Singapore
13.4%
17
April 2006
Q Zhao, S S Bhowmick, A Sun
In the Proceedings of the 10th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006), Springer-Verlag, Singapore
13.4%
16
Dec 2006
Q Zhao, Ling Chen, S S Bhowmick, S K Madria
Data and Knowledge Engineering Journal (DKE), 59(3): pp. 627-651, Elsevier Science
15
Nov 2006
Ling Chen, S S Bhowmick, L-T Chia
Data and Knowledge Engineering Journal (DKE), 59(2); pp. 320-347, Elsevier Science
14
April 2006
L Chen, S S Bhowmick, J Li
In the Proceedings of the 10th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006), Springer-Verlag, Singapore
13.4%
13
April 2006
L Chen, S S Bhowmick, J Li
In the Proceedings of the 11th International Conference on Database Systems for Advanced Applications (DASFAA 2006), Springer-Verlag, Singapore
24.5%
12
2006
Research Issues in Web Structural Delta Mining
Zhao Qiankun, S S Bhowmick, S K Madria
Foundations and Novel Approaches in Data Mining Series: Studies in Computational Intelligence, Vol. 9 Lin, T.Y.; Ohsuga, S.; Liau, C.-J.; Hu, X. (Eds.), Springer Verlag
11
Oct-Nov 2005
Q Zhao, S S Bhowmick, L Gruenwald
In the Proceedings of the 14th ACM International Conference on Information and Knowledge Management (ACM CIKM 2005), ACM Press, Bremen, Germany
18%
10
Oct-Nov 2005
Mining Conserved XML Query Paths for Dynamic-Conscious Caching
Q Zhao, S S Bhowmick, L Gruenwald
In the Proceedings of the 14th ACM International Conference on Information and Knowledge Management (ACM CIKM 2005), ACM Press, Bremen, Germany (Poster Paper)
21.6% (75/348)
9
Apr 2005
Ling Chen, S S Bhowmick, C Chia
In the Proceedings of the 10th International Conference on Database Systems for Advanced Applications (DASFAA 2005), Springer Verlag, Beijing, China
22%
8
Apr 2005
Q Zhao, S S Bhowmick
In the Proceedings of the 10th International Conference on Database Systems for Advanced Applications (DASFAA 2005), Springer Verlag, Beijing, China
22%
7
Nov 2004
Q Zhao, S S Bhowmick, M Mohania, Y Kambayashi
In the Proceedings of the 13th ACM International Conference on Information and Knowledge Management (ACM CIKM 2004), ACM Press, Washington D.C, USA
★ Best Paper Award Distinguished Hyperion Travel Grant Award
19%
6
Sep 2004
Mining History of Changes to Web Access Patterns
Q Zhao, S S Bhowmick
In the Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2004), Pisa, Italy (Poster Paper)
18%
5
Sep 2004
Discovering Pattern-based Dynamic Structures from Versions of Unordered XML Documents
Q Zhao, S S Bhowmick, Sanjay Madria
In the Proceedings of the 6th International Conference on Data Warehousing and Knowledge Discovery (DAWAK 2004), Springer-Verlag, Zaragoza, Spain
24%
4
Sep 2004
Ling Chen, S S Bhowmick, Clement Chia
In the Proceedings of the 6th International Conference on Data Warehousing and Knowledge Discovery (DAWAK 2004), Springer-Verlag, Zaragoza, Spain
24%
3
May 2004
Mining Association Rules from Structural Deltas of Historical XML Documents
Ling Chen, S S Bhowmick, C. Chia
In the Proceedings of the 8th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2004), Springer Verlag, Sydney, Australia
34%
2
2004
Mining Historical XML: Issues and Challenges
Zhao Qiankun, S S Bhowmick
Encyclopedia of Data Warehousing and Mining, Idea Groups Inc.
1
Nov 2003
Research Issues in Web Structural Delta Mining
Zhao Qiankun, Sourav S Bhowmick, Sanjay Madria
In the Proceedings of IEEE Workshop on Foundation and New Directions in Data Mining (in conjunction with IEEE ICDM 2003), IEEE Computer Society, Melbourne, Florida, USA

Web Mining

ID
Year
Publication Details
Accept. Rate
11
Aug 2005
Vladimir Kovalev, S S Bhowmick, S K Madria
Data and Knowledge Engineering Journal (DKE), 54(2); pp. 241-276, Elsevier Science
10
Nov 2004
Chen Ling, Sourav S Bhowmick, Clement Chia
In the Proceedings of the 2nd ACM International Workshop on Multimedia Databases (in conjunction with ACM CIKM 2004), ACM Press, Washington D.C, USA
9
Sep 2004
HW-STALKER: A Machine Learning-based Approach to Transform Hidden Web Data to XML
V Kovalev, S S Bhowmick, Sanjay Madria
In the Proceedings of the 15th International Conference on Database and Expert Systems Applications (DEXA 2004), Springer-Verlag, Zaragoza, Spain
30%
8
Sep 2003
Modelling and Predicting Web Page Accesses using Markov Processes
D Dhyani, S S Bhowmick, Wee Keong Ng
In the Proceedings of the 4th International Workshop On Management Information on the Web (in conjunction with DEXA 2003), IEEE Computer Society, Prague, Czech Republic
7
Sep 2003
Devanshu Dhyani, S S Bhowmick, W K Ng
Data and Knowledge Engineering Journal (DKE), 46(3): pp. 291-315, Elsevier Science
6
Oct 2002
What Can a Web Bag Discover for You?
S S Bhowmick, S K Madria, W K Ng
Data and Knowledge Engineering (DKE), 43(1), pp. 79-119, Elsevier Science
5
Sep 2002
Modelling and Predicting Web Page Accesses Using Burrell's Model
D Dhyani, S S Bhowmick, W K Ng
In the Proceedings of the 3rd International Conference on Electronic Commerce and Web Technologies (EC-WEB'02), Springer-Verlag, Aix-en-Provence, France
4
Sep 2002
Deriving and Verifying Statistical Distribution of a Hyperlink-based Web Page Quality Metric
D Dhyani, S S Bhowmick, W K Ng
In the Proceedings of the 13th International Conference on Database and Expert Systems Applications (DEXA 2002), Springer-Verlag, Aix-en-Provence, France
3
Nov 2000
Association Rules for Web Data Mining in WHOWEDA
S K Madria, Chris Raymond, S S Bhowmick, Mukesh Mohania
In the Proceedings of the International Conference on Digital Libraries: Research and Practices, Kyoto, Japan
Invited Paper
2
Aug 1999
Research Issues in Web Data Mining
S S Bhowmick, S K Madria, W K Ng, E P Lim
In the Proceedings of the 1st International Conference on Data Warehousing and Knowledge Discovery (DAWAK'99), Springer-Verlag, Florence, Italy
1
Nov 1998
Web Mining in WHOWEDA: Some Issues
S S Bhowmick, S K Madria, W K Ng, E P Lim
In the Proceedings of PRICAI98 Workshop on Knowledge Discovery and Data Mining, Singapore