Papers

List of Papers:

Selected papers representative of recent work:

Data-Driven Education:

  1. R. Agrawal, B. Golshan, E. Papalexakis: Toward Data-Driven Design of Educational Courses. Journal of Educational Data Mining, Volume 8, No 1, 2016.
  2. R. Agrawal, M. Christoforaki, S. Gollapudi, A. Kannan, K. Kenthapadi, A. Swaminathan: Mining Videos from the Web for Electronic Textbooks. ICFCA 2014.
  3. R. Agrawal, S. Gollapudi, A. Kannan, K. Kenthapadi: Studying from Electronic Textbooks. CIKM 2013.
  4. R. Agrawal, S. Chakraborty, S. Gollapudi, A. Kannan, K. Kenthapadi: Empowering Authors to Diagnose Comprehension Burden in Textbooks. KDD 2012.
  5. R. Agrawal, S. Gollapudi, A. Kannan, K. Kenthapadi: Enriching Textbooks with Images. CIKM 2011.
  6. R. Agrawal, S. Gollapudi, A. Kannan, K. Kenthapadi: Identifying Enrichment Candidates in Textbooks. WWW 2011.

Social Networks:

  1. R. Agrawal, B. Golshan, E. Papalexakis: Whither Social Networks for Web Search? KDD 2015.
  2. R. Agrawal, B. Golshan, E. Terzi: Grouping Students in Educational Settings. KDD 2014.
  3. R. Agrawal: Nature of Information, People, and Relationships in Digital Social Networks. IEEE Data Eng. Bull. 36(3): 2013.

Web Search:

  1. R. Agrawal, B. Golshan, E. Papalexakis: Overlap in the Web Search Results of Google and Bing.  Journal of Web Science. 2(2): June 2016.
  2. R. Agrawal, S. Gollapudi, A. Kannan, K. Kenthapadi: Similarity Search using Concept Graphs. CIKM 2014.
  3. R. Agrawal, S. Gollapudi, A. Halverson, S. Ieong: Diversifying Search Results. WSDM 2009.
  4. R. Agrawal, A. Halverson, K. Kenthapadi, N. Mishra, P. Tsaparas: Generating Labels from Clicks. WSDM 2009.

Vertical Search:

  1. R. Agrawal, A. Fuxman, A. Kannan,  J.C. Shafer, P.P. Talukdar: Associating Structured Records to Text Documents. WWW 2012.
  2. A. Kannan, I.E. Givoni, R. Agrawal, A. Fuxman: Matching Unstructured Product Offers to Structured Product Specifications. KDD 2011.
  3. J.C. Shafer, R. Agrawal, H.W. Lauw: Symphony: A Platform for Search-driven Applications. ICDE 2010.

Web Commerce:

  1. R. Agrawal, S. Ieong: Aggregating Web Offers to Determine Product Prices. KDD 2012.
  2. R. Agrawal, S. Ieong, R. Velu: Timing When to Buy. CIKM 2011.
  3. R. Agrawal, S. Ieong, R. Velu: Ameliorating Buyer’s Remorse. KDD 2011.
  4. R. Agrawal, S. Ieong, R. Velu: Optimizing Merchant Revenue with Rebates. WSDM 2011.

Selected papers that have withstood the test of time:

Data Mining:

  1. R. Agrawal, T. Imielinski, A.N. Swami: Mining Association Rules between Sets of Items in Large Databases, SIGMOD 1993. Won the 2003 SIGMOD Test of Time Award for the most impactful paper over the intervening decade. Citations.
  2. R. Agrawal, R. Srikant: Fast Algorithms for Mining Association Rules in Large Databases, VLDB 1994. Won the 2004 VLDB 10-Year Award for the most impactful paper from 10 years ago. Citations.
  3. R. Agrawal, R. Srikant:  Mining Sequential Patterns. ICDE 1995. Won the 2008 ICDE Influential Paper Award for the most influential paper from at least 10 years ago. Citations.
  4. R. Srikant, R. Agrawal, :  Mining Sequential Patterns: Generalizations and Performance Imptovements. EDBT 1996. Won the 4th EDBT Test of Time Award for the paper that had the most impact in terms of research, methodology, conceptual contribution, or transfer to practice. Citations.
  5. J.C. Shafer, R. Agrawal, M. Mehta: SPRINT: A Scalable Parallel Classifier for Data Mining. VLDB 1996. Citations.
  6. R. Agrawal,  J. Gehrke, D. Gunopulos, P. Raghavan: Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications. SIGMOD 1998. Citations.
  7. R. Agrawal, D. Gunopulos, F. Leymann: Mining Process Models from Workflow Logs. EDBT 1998. Citations.
  8. R. Agrawal, R. Srikant: Privacy-Preserving Data Mining. SIGMOD 2000. Citations.

Data Privacy:

  1. R. Agrawal, J. Kiernan, R. Srikant, Y. Xu: Hippocratic Databases. VLDB 2002. Citations.
  2. R. Agrawal, P.J. Haas, J. Kiernan: Watermarking Relational Data: Framework, Algorithms and Analysis. VLDB J. 12(2): 2003. Citations.
  3. R. Agrawal, J. Kiernan, R. Srikant, Y. Xu: Order-Preserving Encryption for Numeric Data. SIGMOD 2004. Won the 2014 SIGMOD Test of Time Award for the most impactful paper over the intervening decade. Citations.
  4. R. Agrawal, R. J. Bayardo, C. Faloutsos, J. Kiernan, R. Rantzau, R. Srikant: Auditing Compliance with a Hippocratic Database. VLDB 2004. Citations.
  5. K. LeFevre, R. Agrawal, V. Ercegovac, R. Ramakrishnan, Y. Xu, D. J. DeWitt: Limiting Disclosure in Hippocratic Databases. VLDB 2004. Citations.
  6. R.J. Bayardo, R. Agrawal: Data Privacy through Optimal k-Anonymization. ICDE 2005. Citations.

Sovereign Information Sharing

  1. R. Agrawal, A.V. Evfimievski, R. Srikant: Information Sharing Across Private Databases. SIGMOD 2003. Citations.
  2. R. Agrawal, E. Terzi: On Honesty in Sovereign Information Sharing. EDBT 2006. Citations.
  3. R. Agrawal, D. Asonov, M. Kantarcioglu, Y. Li: Sovereign Joins. ICDE 2006. Citations.

Search & Personalization

  1. R. Agrawal, C. Faloutsos, A.N. Swami: Efficient Similarity Search In Sequence Databases. FODO 1993. Citations.
  2. R. Agrawal, E.L. Wimmers: A Framework for Expressing and Combining Preferences. SIGMOD 2000. Citations.
  3. R. Agrawal, R. Srikant: Searching with Numbers. IEEE Trans. Knowl. Data Eng. 15(4):2003. Citations.
  4. R. Agrawal, R. Rantzau, E. Terzi: Context-Sensitive Ranking. SIGMOD 2006. Citations.

Text Mining

  1. B. Lent, R. Agrawal, R. Srikant: Discovering Trends in Text Databases. KDD 1997. Citations.
  2. R. Agrawal, R.J. Bayardo, R. Srikant: Athena: Mining-Based Interactive Management of Text Database. EDBT 2000. Citations.
  3. R. Agrawal, S. Rajagopalan, R. Srikant, Y. Xu: Mining Newsgroups using Networks Arising from Social Behavior. WWW 2003. Citations.

E-Commerce & Web Services

  1. J.C. Shafer, R. Agrawal: Continuous Querying in Database-Centric Web Applications. Computer Networks 33(1-6): 2000. Citations.
  2. R. Agrawal, A. Somani, Y. Xu: Storage and Querying of E-Commerce Data. VLDB 2001. Citations.
  3. R. Agrawal, R. Srikant: On Integrating Catalogs. WWW 2001. Citations.
  4. R. Agrawal, R. J. Bayardo, D. Gruhl, S. Papadimitriou: Vinci: A Service-Oriented Architecture for Rapid Development of Web Applications. Computer Networks 39(5):2002. Citations.

Healthcare Informatics

  1. R. Agrawal, T. Grandison, C.M. Johnson, J. Kiernan: Enabling the 21st Century Health Care Information Technology Revolution. Commun. ACM 50(2):2007. Citations.
  2. R. Agrawal, C.M. Johnson: Securing Electronic Health Records without Impeding the Flow of Information. Intl. J. Medical Informatics 76(5-6): 2007. Citations.

Data Analytics & Business Intelligence

  1. S. Agarwal, R. Agrawal, P. Deshpande, A. Gupta, J.F. Naughton, R. Ramakrishnan, S. Sarawagi: On the Computation of Multidimensional Aggregates. VLDB 1996. Citations.
  2. R. Agrawal, A. Gupta, S. Sarawagi: Modeling Multidimensional Databases. ICDE 1997. Citations.
  3. C-T Ho, R. Agrawal, N. Megiddo, R. Srikant: Range Queries in OLAP Data Cubes. SIGMOD 1997. Citations.
  4. S. Sarawagi, R. Agrawal, N. Megiddo: Discovery-Driven Exploration of OLAP Data Cubes. EDBT 1998. Citations.

Knowledge Management & Semantic Web

  1. R. Agrawal: Alpha: An Extension of Relational Algebra to Express a Class of Recursive Queries. IEEE Trans. Software Eng. 14(7): 1988. Citations.
  2. R. Agrawal, A. Borgida, H.V. Jagadish: Efficient Management of Transitive Relationships in Large Data and Knowledge Bases. SIGMOD 1989. Citations.
  3. R. Agrawal, H.V. Jagadish: Algorithms for Searching Massive Graphs. IEEE Trans. Knowl. Data Eng. 6(2):1994. Citations.
  4. M. Richardson, R. Agrawal, P. Domingos: Trust Management for the Semantic Web. ISWC 2003. Citations.

Object Management

  1. R. Agrawal, N.H. Gehani: ODE (Object Database and Environment): The Language and the Data Model. SIGMOD 1989. Citations.
  2. R. Agrawal, N.H. Gehani, J. Srinivasan: OdeView: The Graphical Interface to Ode. SIGMOD 1990. Citations.

Transaction Management

  1. R. Agrawal, D.J. DeWitt: Integrated Concurrency Control and Recovery Mechanisms: Design and Performance Evaluation. ACM Trans. Database Syst. 10(4):1985. Citations.
  2. R. Agrawal, M.J. Carey, M. Livny: Concurrency Control Performance Modeling: Alternatives and Implications. ACM Trans. Database Syst. 12(4):1987. Citations.