Amélie Marian


Assistant Professor
Computer Science Department
Rutgers University
110 Frelinghuysen Road
Piscataway, NJ 08854-8019


Office: CoRE 324, Busch Campus
Tel: +1 848 445 8324
Email: amelie cs.rutgers.edu
Home page: http://www.cs.rutgers.edu/~amelie


Education

Professional Employment

Honors and Awards

Grants and Gifts

Professional Activities

Invited Talks

Invited Papers

  1. Corroborating Information from Web Sources, Amélie Marian, Minji Wu, IEEE Data Engineering Bulletin 34(3): 11-17 (2011)
  2. Flexible Querying of Personal Information, Amélie Marian, Wei Wang,  IEEE Data Engineering Bulletin. 32(2): 20-27 (2009).
  3. Ranked XML Query Processing, Amélie Marian, Martin Theobald, Ralph Schenkel, an entry in the Encyclopedia of Database Systems, 2008.
  4. Top-K Selection Queries on Multimedia Datasets, Amélie Marian, an entry in the Encyclopedia of Database Systems, 2008.

Papers in Refereed Journals

  1. Improving the quality of predictions using textual information in online user reviews,, Gayatree Ganu, Yogesh Kakodkar, Amélie Marian, in Information Systems, vol. 38, no. 1, pp. 1-15, January 2013.
  2. Efficient Multi-dimensional Fuzzy Search for Personal Information Management Systems,, Wei Wang, Christopher Peery, Amélie Marian, Thu D. Nguyen, in IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 24, no. 9, Sep. 2012.
  3. A Framework for Corroborating Answers from Multiple Web Sources, Minji Wu, Amélie Marian, in Information Systems, vol. 36, no. 2, pp. 431-449, April 2011.
  4. Optimizing Top-k Selection Queries over Multimedia Repositories, Surajit Chaudhuri, Luis Gravano, Amélie Marian, in IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 16, no. 8, Aug. 2004.
  5. Evaluating Top-k Queries over Web-Accessible Databases, Amélie Marian, Nicolas Bruno, Luis Gravano, in ACM Transactions on Database Systems (TODS), vol. 29, no. 2, June 2004.

Papers in Refereed Conferences and Workshops

  1. Personalizing Forum Search using Multidimensional Random Walks, Gayatree Ganu, Amélie Marian, in Proceedings of the Eighth International AAAI Conference on Weblogs and Social Media (ICWSM 2014), 2014. (23% accepted)
  2. Corroborating Facts from Affirmative Statements, Minji Wu, Amélie Marian, in Proceedings of the 17th International Conference on Extending Database Technology (EDBT'14), 2014. (19.5% accepted)
  3. A Tool for Personal Data Extraction, Daniela Vianna, Alicia-Michelle Yong, Chaolun Xia, Amélie Marian, Thu Nguyen, in 10th International Workshop on Information Integration on the Web (IIWeb 2014).
  4. One size does not fit all: multi-granularity search of web forums, Gayatree Ganu, Amélie Marian, in Proceedings of the 22nd ACM International Conference on Information and Knowledge Management (CIKM'13), 2013. (16.9% accepted)
  5. Unified Structure and Content Search for Personal Information Management Systems, Wei Wang, Amélie Marian, Thu D. Nguyen, in Proceedings of the 14th International Conference on Extending Database Technology (EDBT'11), 2011. (27.7% accepted)
  6. Processing Top-k Join Queries, Minji Wu, Laure Berti-Equille, Amélie Marian, Cecilia Procopiuc, Divesh Srivastava, in Proceedings of the 36th International Conference on Very Large Databases (VLDB '10), 2010. (18.4% accepted)
  7. Birds of a Tag Flock Together Serge Abiteboul, Sihem Amer-Yahia Alban Galland, Amélie Marian, Pierre Senellart, in Proceedings of the Third Annual Workshop on Search in Social Media (SSM'10) 2010)
  8. Corroborating Information from Disagreeing Views Alban Galland, Serge Abiteboul, Amélie Marian, Pierre Senellart, in Proceedings of the Third ACM International Conference on Web Search and Data Mining (WSDM'10) 2010. (15.5% accepted)
  9. Beyond the Stars: Improving Rating Predictions using Review Text Content, Gayatree Ganu, Noémie Elhadad, Amélie Marian, in Proceedings of the Twelfth International Workshop on the Web and Databases (WebDB 2009), 2009. (33% accepted)
  10. Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence, Laure Berti-Equille, Anish Das Sarma, Xin Dong, Amélie Marian, Divesh Srivastava, in Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research (CIDR'09), 2009 (Perspectives Track, 27% accepted).
  11. Multi-Dimensional Search for Personal Information Management Systems, Christopher Peery, Wei Wang, Amélie Marian, Thu D. Nguyen, in Proceedings of the 11th International Conference on Extending Database Technology (EDBT'08), 2008. (17% accepted)
  12. Corroborating Answers from Multiple Web Sources, Minji Wu, Amélie Marian, in Proceedings of the Tenth International Workshop on the Web and Databases (WebDB 2007), 2007. (25% accepted)
  13. Practical Preference Relations for Large Data Sets, Kenneth Ross, Peter Stuckey, Amélie Marian in Proceedings of the First International Workshop on Ranking in Databases (DBRank '07), 2007.
  14. Circumventing Data Quality Problems Using Multiple Join Paths, Yannis Kotidis, Amélie Marian, Divesh Srivastava, in Proceedings of the First International VLDB Workshop on Clean Databases (CleanDB '06), 2006.
  15. Structure and Content Scoring for XML, Sihem Amer-Yahia, Nick Koudas, Amélie Marian, Divesh Srivastava, David Toman, in Proceedings of the 31st International Conference on Very Large Databases (VLDB '05), 2005. (17% accepted)
  16. Adaptive Processing of Top-k Queries in XML, Amélie Marian, Sihem Amer-Yahia, Nick Koudas, Divesh Srivastava, in Proceedings of the 21st IEEE International Conference on Data Engineering (ICDE '05), 2005. (13% accepted)
  17. Projecting XML Documents, Amélie Marian, Jérôme Siméon, in Proceedings of the 29th International Conference on Very Large Databases (VLDB '03), 2003. (15% accepted)
  18. Evaluating Top-k Queries over Web-Accessible Databases, Nicolas Bruno, Luis Gravano, Amélie Marian, in Proceedings of the 18th IEEE International Conference on Data Engineering (ICDE '02), 2002. (19% accepted)
  19. Detecting Changes in XML Documents, Grégory Cobéna, Serge Abiteboul, Amélie Marian, in Proceedings of the 18th IEEE International Conference on Data Engineering (ICDE '02), 2002. (19% accepted)
  20. Change-Centric Management of Versions in an XML Warehouse, Amélie Marian, Serge Abiteboul, Grégory Cobéna, Laurent Mignet, in Proceedings of the 27th International Conference on Very Large Databases (VLDB '01), 2001. (17% accepted)
  21. Acquiring XML Pages for a WebHouse, Laurent Mignet, Mihai Preda, Serge Abiteboul, Sébastien Ailleret, Bernd Amman, Amélie Marian, in Bases de Données Avancées (BDA 2000), 2000.

Papers in Refereed Demonstration Sessions

  1. Social Networking on top of the WebdamExchange System,Emilien Antoine, Alban Galland, Kristian Lyngbaek, Amélie Marian, Alkis Polyzotis, in Proceedings of the 27th International Conference on Data Engineering (ICDE'11), 2011.
  2. Fuzzy Multi-Dimensional Search in the Wayfinder File System, Christopher Peery, Wei Wang, Amélie Marian, Thu D. Nguyen, in Proceedings of the 24th International Conference on Data Engineering (ICDE'08), 2008.
  3. Implementing Galax 1.0: The Galax Experience, Mary Fernandez, Jérôme Siméon, Byron Choi, Amélie Marian, Gargi Sur, in Proceedings of the 29th International Conference on Very Large Databases (VLDB '03), 2003.
  4. XML Repository and Active Views Demonstration, Serge Abiteboul, Vincent Aguilera, Sébastien Ailleret, Bernd Amann, Sophie Cluet, Brendan Hills, Frederic Hubert, Jean-Claude Mamou, Amélie Marian, Laurent Mignet, Tova Milo, Cassio Souza dos Santos, Bruno Tessier, Anne-Marie Vercoustre, in Proceedings of the 25th International Conference on Very Large Databases (VLDB '99), 1999.

Teaching Experience

Other Educational Activities

Panel

University Service