Publications

• Machine-learned ranking algorithms for e-commerce search and recommendation applications
  Goswami, Anjan
  Ph.D. Dissertation, University of California, Davis, 2018
  
  Abstract / Description

  Search is one of the most critical functionalities of an e-commerce site. Almost every e-commerce site provides a search box...

• Efficient clustering algorithms for out of core, distributed and streaming data
  Goswami, Anjan
  Master's Thesis, The Ohio State University, 2005
  Permalink
• Towards a Soft Faceted Browsing Scheme for Information Access
  Yinan Zhang, Parikshit Sondhi, Anjan Goswami, ChengXiang Zhai
  CoRR, Vol. abs/2002.08577, 2020. [arXiv]
• Learning to Diversify for E-commerce Search with Multi-Armed Bandit
  Anjan Goswami, Chengxiang Zhai, Prasant Mohapatra
  In Proceedings of the SIGIR 2019 Workshop on eCommerce, 2019. [PDF]
• Quantifying and Visualizing the Demand and Supply Gap from E-commerce Search Data using Topic Models
  Anjan Goswami, Prasant Mohapatra, Chengxiang Zhai
  Companion of The 2019 World Wide Web Conference, pp. 348–353, 2019. [DOI]
• Learning to Rank and Discover for E-Commerce Search
  Anjan Goswami, Chengxiang Zhai, Prasant Mohapatra
  In MLDM 2018, pp. 331–346, 2018. [DOI]
• Towards Optimization of e-Commerce Search and Discovery
  Anjan Goswami, Chengxiang Zhai, Prasant Mohapatra
  SIGIR 2018 Workshop on eCommerce, 2018.
• Verification of User-Reported Context Claims with Context Correlation Model
  Jindan Zhu, Anjan Goswami, Kyu-Han Kim, Prasant Mohapatra
  In SECON 2016, pp. 1–9, 2016. [DOI]
• Controlled experiments for decision-making in e-Commerce search
  Anjan Goswami, Wei Han, Zhenrui Wang, Angela Jiang
  In IEEE BigData 2015, pp. 1094–1102, 2015. [DOI]
• Recommendation Systems for Markets with Two Sided Preferences
  Anjan Goswami, Fares Hedayati, Prasant Mohapatra
  In ICMLA 2014, pp. 282–287, 2014. [DOI]
• Assessing product image quality for online shopping
  Anjan Goswami, Sung H. Chung, Naren Chittar, Atiq Islam
  In Image Quality and System Performance IX, SPIE, 2012. [DOI]
• A study on the impact of product images on user clicks for online shopping
  Anjan Goswami, Naren Chittar, Sung H. Chung
  In WWW 2011 Companion, pp. 45–46, 2011. [DOI]
• Fast and exact out-of-core and distributed k-means clustering
  Ruoming Jin, Anjan Goswami, Gagan Agrawal
  Knowledge and Information Systems, Vol. 10, pp. 17–40, 2006. [DOI]
• Fast and Exact Out-of-Core K-Means Clustering
  Anjan Goswami, Ruoming Jin, Gagan Agrawal
  In ICDM 2004, pp. 83–90, 2004. [DOI]
• Identification of Partially Visible Variational Shape Classes
  Goswami, Anjan
  Master's Thesis, Indian Institute of Technology, Kanpur, 1999.