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个人简介
Sourav's core research expertise is in data management, human-data interaction, and data analytics. His research interests are user-centric, multi-area and multi-disciplinary in flavor, focusing primarily on developing novel paradigms, algorithms, and technology to improve efficiency, scalability, fairness, or usability of data-centric software. His research has appeared in premium venues such as ACM SIGMOD, VLDB, ACM WWW, ACM MM, ACM SIGIR, ACM BCB, CACM, VLDB Journal, and Bioinformatics. In addition to novel contributions in classical data management and analytics, Sourav pioneered several non-traditional paradigms and techniques such as bridging data management and HCI (human-data interaction) to build usable and high performance visual querying systems, bridging social psychology and online social influence towards more realistic representation of the social space, bridging database education and technology, mining structural evolution of complex-structured data, and data-driven conflict of interest (COI) management in peer-reviewed venues for fairer review process. His views on human-data interaction and review fairness can be found in 2021 SIGMOD Record (Distinguished Profiles column) interview. In particular, some of his research have led to the following systems that have been used in practice by end users:
CLOSET: A state-of-the-art comprehensive COI detection and management system that has been deployed in more than 20 venues including several premium conferences such as SIGMOD, VLDB, and LICS (2020 - present). It is also interfaced with Microsoft's CMT. The end users are PC chairs of various venues. CLOSET has influenced changes to longstanding COI policies and management in premium data management venues.
NEURON, LANTERN, ARENA: A suite of technology-enabled database education systems that have been used by hundreds of learners (end users) taking database system courses in more than 30 institutions (2019-present). Surveys of learners show that they benefit from them in learning relational query processing.
gRNA, Hyperthesis: XML querying and workflow frameworks for bioinformatics that were part of the product of HeliXense Pte Ltd, Singapore (2002 - 2006).
CLOSET: A state-of-the-art comprehensive COI detection and management system that has been deployed in more than 20 venues including several premium conferences such as SIGMOD, VLDB, and LICS (2020 - present). It is also interfaced with Microsoft's CMT. The end users are PC chairs of various venues. CLOSET has influenced changes to longstanding COI policies and management in premium data management venues.
NEURON, LANTERN, ARENA: A suite of technology-enabled database education systems that have been used by hundreds of learners (end users) taking database system courses in more than 30 institutions (2019-present). Surveys of learners show that they benefit from them in learning relational query processing.
gRNA, Hyperthesis: XML querying and workflow frameworks for bioinformatics that were part of the product of HeliXense Pte Ltd, Singapore (2002 - 2006).
研究兴趣
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IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERINGno. 5 (2024): 1935-1950
ACM SIGMOD Conferenceno. 3 (2024): 1-27
IFAC-PapersOnLine (2024): 309-314
The Web Conferencepp.1250-1253, (2024)
ACM SIGMOD Conferencepp.590-596, (2024)
ENERGY STORAGEno. 1 (2024)
ACM SIGMOD Conferencepp.659-660, (2024)
ACM SIGMOD Conferencepp.440-443, (2024)
Alexandra Meliou,Sourav Bhowmick,Karl Aberer, Divy Agrawal,Angela Bonifati,Vanessa Braganholo, Floris Geerts,Wolfgang Lehner,Divesh Srivastava
SIGMOD RECORDno. 4 (2023): 41-46
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