whois
Adel Ardalan |
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Research
- My current research work focuses on large-scale human-in-the-loop data analytics (HILDA). However, my research interests span a wide range of data management and analysis topics, from building frameworks and tools for large-scale HILDA to applications of data managemenet techniques on Big Data. I work as a part of Prof. AnHai Doan's group. We are building frameworks for the next generation of entity matching, data integration and data cleaning tools.
- My previous work includes large-scale information extraction using rules, machine-learning and crowdsourcing.
- Here's my CV (as of Jun 2018).
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Ph.D. in Computer Sciences, University of Wisconsin-Madison (Exp. 2018).
M.Sc. in Computer Sciences, University of Wisconsin-Madison (2015).
M.Sc. in Information Technology Engineering, University of Tehran, Iran (2008).
B.Sc. in Software Engineering, University of Tehran, Iran (2005).
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Teaching
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CS 564 - Database Management Systems: Design and Implementation
Departement of Computer Sciences, University of Wisconsin-Madison, Fall 2017
Selected Publications
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Toward a System Building Agenda for Data Integration (and Data Science)
A. Doan, P. Konda, P. Suganthan G. C., A. Ardalan, J. Ballard, S. Das, Y. Govind, H. Li, P. Martinkus, S. Mudgal, E. Paulson, H. Zhang
IEEE Data Eng. Bull., 41(2):37-49, 2018
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Human-in-the-Loop Challenges for Entity Matching: A Midterm Report
A. Doan, A. Ardalan, J. Ballard, Y. Govind, P. Konda, H. Li, S. Mudgal, E. Paulson, P. Suganthan G.C., H. Zhang
HILDA'17
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Magellan: Toward Building Entity Matching Management Systems
P. Konda, S. Das, P. Suganthan G.C., A. Doan, A. Ardalan, J. R. Ballard, H. Li, F. Panahi, H. Zhang, J. Naughton, S. Prasad, G. Krishnan, R. Deep, V. Raghavendra
VLDB'16 (extended version)
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Magellan: Toward Building Entity Matching Management Systems over Data Science Stacks
P. Konda, S. Das, P. Suganthan G.C., A. Doan, A. Ardalan, J. R. Ballard, H. Li, F. Panahi, H. Zhang, J. Naughton, S. Prasad, G. Krishnan, R. Deep, V. Raghavendra
VLDB'16 Demo Paper
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Social Media Analytics: The Kosmix Story
X. Chai, O. Deshpande, N. Garera, A. Gattani, W. Lam, D. S. Lamba, L. Liu, M. Tiwari, M. Tourn, Z. Vacheri, S. Prasad, S. Subramaniam, V. Harinarayan, A. Rajaraman, A. Ardalan, S. Das, P. S. G. C., and A. Doan
IEEE Data Eng. Bull., 36(3):4-12, 2013
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Attribute Value Normalization: A Machine-Human Approach
A. Ardalan, W. Cai, and A. Doan
Under Preparation
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Scalable Event Extraction from the Twittersphere
A. Ardalan, Q. Wan, N. Garera, A. Doan, and J. Patel
Under Preparation
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“Normalizing” Structured Data in Wikis: A View-Based Approach
B.-Q. Vuong, A. Ardalan, X. Chai, A. Doan, and J. Naughton
Under Preparation