1 | Papers on Crowdsourced Query Processing | |||||
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2 | Note: if you find some interesting papers missing in the list, please fill out this form. As a contributor, your name will be shown below. | |||||
3 | Contributors: Jiannan Wang, Xu Chu | |||||
4 | Authors | Title | Venue | Year | Keywords | |
5 | Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden | Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning | PVLDB | 2015 | Active learning | |
6 | Jiannan Wang, Sanjay Krishnan, Michael J. Franklin, Ken Goldberg, Tim Kraska, Tova Milo | A sample-and-clean framework for fast and accurate query processing on dirty data | SIGMOD | 2014 | Data cleaning | |
7 | Chaitanya Gokhale, Sanjib Das, AnHai Doan, Jeffrey F. Naughton, Narasimhan Rampalli, Jude W. Shavlik, Xiaojin Zhu | Corleone: hands-off crowdsourcing for entity matching | SIGMOD | 2014 | Entity resolution | |
8 | Hyunjung Park, Jennifer Widom | CrowdFill: collecting structured data from the crowd | SIGMOD | 2014 | Data collection | |
9 | Chen Jason Zhang, Ziyuan Zhao, Lei Chen, H. V. Jagadish, Caleb Chen Cao | CrowdMatcher: crowd-assisted schema matching | SIGMOD | 2014 | Schema matching (demo) | |
10 | Aditya G. Parameswaran, Ming Han Teh, Hector Garcia-Molina, Jennifer Widom | DataSift: a crowd-powered search toolkit | SIGMOD | 2014 | Information retrieval (demo) | |
11 | Yael Amsterdamer, Susan B. Davidson, Tova Milo, Slava Novgorodov, Amit Somech | OASSIS: query driven crowd mining | SIGMOD | 2014 | Data mining | |
12 | Chong Sun, Narasimhan Rampalli, Frank Yang, AnHai Doan | Chimera: Large-Scale Classification using Machine Learning, Rules, and Crowdsourcing | PVLDB | 2014 | Classification | |
13 | Norases Vesdapunt, Kedar Bellare, Nilesh N. Dalvi | Crowdsourcing Algorithms for Entity Resolution | PVLDB | 2014 | Entity resolution | |
14 | Yael Amsterdamer, Susan B. Davidson, Tova Milo, Slava Novgorodov, Amit Somech | Ontology Assisted Crowd Mining | PVLDB | 2014 | Data mining | |
15 | Aditya G. Parameswaran, Stephen Boyd, Hector Garcia-Molina, Ashish Gupta, Neoklis Polyzotis, Jennifer Widom | Optimal Crowd-Powered Rating and Filtering Algorithms | PVLDB | 2014 | Filtering | |
16 | Fu Fan, Meiyu Lu, Beng Chin Ooi, Wang-Chiew Tan, Meihui Zhang | A hybrid machine-crowdsourcing system for matching web tables | ICDE | 2014 | Schema matching | |
17 | Leihao Xia, Caleb Chen Cao, Lei Chen, Zhao Chen | C-DMr: Crowd-powered Decision Maker for real world Knapsack Problems | ICDE | 2014 | Knapsack problem | |
18 | Sarath Kumar Kondreddi, Peter Triantafillou, Gerhard Weikum | Combining information extraction and human computing for crowdsourced knowledge acquisition | ICDE | 2014 | Knowledge base | |
19 | Anish Das Sarma, Aditya G. Parameswaran, Hector Garcia-Molina, Alon Y. Halevy | Crowd-powered find algorithms | ICDE | 2014 | Data collection | |
20 | Yongxin Tong, Caleb Chen Cao, Chen Jason Zhang, Yatao Li, Lei Chen | CrowdCleaner: Data cleaning for multi-version data on the web via crowdsourcing | ICDE | 2014 | Data cleaning | |
21 | Han Su, Kai Zheng, Jiamin Huang, Hoyoung Jeung, Lei Chen, Xiaofang Zhou | CrowdPlanner: A crowd-based route recommendation system | ICDE | 2014 | Recommendation (demo) | |
22 | Jinyang Gao, Xuan Liu, Beng Chin Ooi, Haixun Wang, Gang Chen | An online cost sensitive decision-making method in crowdsourcing systems | SIGMOD | 2013 | Human v.s. machine decision | |
23 | Yael Amsterdamer, Yael Grossman, Tova Milo, Pierre Senellart | Crowd mining | SIGMOD | 2013 | Data mining | |
24 | Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng | Leveraging transitive relations for crowdsourced joins | SIGMOD | 2013 | Entity resolution | |
25 | Haim Kaplan, Ilia Lotosh, Tova Milo, Slava Novgorodov | Answering Planning Queries with the Crowd | PVLDB | 2013 | Question selection | |
26 | Yael Amsterdamer, Yael Grossman, Tova Milo, Pierre Senellart | CrowdMiner: Mining association rules from the crowd | PVLDB | 2013 | Data mining | |
27 | Hyunjung Park, Jennifer Widom | Query Optimization over Crowdsourced Data | PVLDB | 2013 | Query optimization | |
28 | Steven Euijong Whang, Peter Lofgren, Hector Garcia-Molina | Question Selection for Crowd Entity Resolution | PVLDB | 2013 | Entity resolution | |
29 | Susan B. Davidson, Sanjeev Khanna, Tova Milo, Sudeepa Roy | Using the crowd for top-k and group-by queries | ICDT | 2013 | Top-k and group-by queries | |
30 | Beth Trushkowsky, Tim Kraska, Michael J. Franklin, Purnamrita Sarkar | Crowdsourced enumeration queries | ICDE | 2013 | Data collection | |
31 | Sean Louis Goldberg, Daisy Zhe Wang, Tim Kraska | CASTLE: Crowd-Assisted System for Text Labeling and Extraction | HCOMP | 2013 | Information extraction | |
32 | Aditya G. Parameswaran, Ming Han Teh, Hector Garcia-Molina, Jennifer Widom | DataSift: An Expressive and Accurate Crowd-Powered Search Toolkit | HCOMP | 2013 | Information retrieval | |
33 | Hannes Heikinheimo, Antti Ukkonen | The Crowd-Median Algorithm | HCOMP | 2013 | Median query | |
34 | Shawn R. Jeffery, Liwen Sun, Matt DeLand, Nick Pendar, Rick Barber, Andrew Galdi | Arnold: Declarative Crowd-Machine Data Integration | CIDR | 2013 | Data integration and cleaning | |
35 | Michael Stonebraker, Daniel Bruckner, Ihab F. Ilyas, George Beskales, Mitch Cherniack, Stanley B. Zdonik, Alexander Pagan, Shan Xu | Data Curation at Scale: The Data Tamer System | CIDR | 2013 | Data integration and cleaning | |
36 | Petros Venetis, Hector Garcia-Molina, Kerui Huang, Neoklis Polyzotis | Max algorithms in crowdsourcing environments | WWW | 2012 | Max query | |
37 | Aditya G. Parameswaran, Hector Garcia-Molina, Hyunjung Park, Neoklis Polyzotis, Aditya Ramesh, Jennifer Widom | CrowdScreen: algorithms for filtering data with humans | SIGMOD | 2012 | Filtering | |
38 | Chris Van Pelt, Alex Sorokin | Designing a scalable crowdsourcing platform | SIGMOD | 2012 | CrowdFlower | |
39 | Stephen Guo, Aditya G. Parameswaran, Hector Garcia-Molina | So who won?: dynamic max discovery with the crowd | SIGMOD | 2012 | Max query | |
40 | Xuan Liu, Meiyu Lu, Beng Chin Ooi, Yanyan Shen, Sai Wu, Meihui Zhang | CDAS: A Crowdsourcing Data Analytics System | PVLDB | 2012 | CDAS system (quality model) | |
41 | Adam Marcus, David R. Karger, Samuel Madden, Rob Miller, Sewoong Oh | Counting with the Crowd | PVLDB | 2012 | Selectivity estimation | |
42 | Jiannan Wang, Tim Kraska, Michael J. Franklin, Jianhua Feng | CrowdER: Crowdsourcing Entity Resolution | PVLDB | 2012 | Entity resolution | |
43 | Hyunjung Park, Richard Pang, Aditya G. Parameswaran, Hector Garcia-Molina, Neoklis Polyzotis, Jennifer Widom | Deco: A System for Declarative Crowdsourcing | PVLDB | 2012 | Deco system (demo) | |
44 | Joachim Selke, Christoph Lofi, Wolf-Tilo Balke | Pushing the Boundaries of Crowd-enabled Databases with Query-driven Schema Expansion | PVLDB | 2012 | Schema expansion | |
45 | Aditya G. Parameswaran, Hyunjung Park, Hector Garcia-Molina, Neoklis Polyzotis, Jennifer Widom | Deco: declarative crowdsourcing | CIKM | 2012 | Deco system | |
46 | Michael J. Franklin, Donald Kossmann, Tim Kraska, Sukriti Ramesh, Reynold Xin | CrowdDB: answering queries with crowdsourcing | SIGMOD | 2011 | CrowdDB system | |
47 | Adam Marcus, Eugene Wu, David R. Karger, Samuel Madden, Robert C. Miller | Demonstration of Qurk: a query processor for humanoperators | SIGMOD | 2011 | Qurk system (demo) | |
48 | Amber Feng, Michael J. Franklin, Donald Kossmann, Tim Kraska, Samuel Madden, Sukriti Ramesh, Andrew Wang, Reynold Xin | CrowdDB: Query Processing with the VLDB Crowd | PVLDB | 2011 | CrowdDB system (demo) | |
49 | Aditya G. Parameswaran, Anish Das Sarma, Hector Garcia-Molina, Neoklis Polyzotis, Jennifer Widom | Human-assisted graph search: it's okay to ask questions | PVLDB | 2011 | Graph search | |
50 | Adam Marcus, Eugene Wu, David R. Karger, Samuel Madden, Robert C. Miller | Human-powered Sorts and Joins | PVLDB | 2011 | Sort and join queries | |
51 | Aditya G. Parameswaran, Neoklis Polyzotis | Answering Queries using Humans, Algorithms and Databases | CIDR | 2011 | Vision paper | |
52 | Adam Marcus, Eugene Wu, Samuel Madden, Robert C. Miller | Crowdsourced Databases: Query Processing with People | CIDR | 2011 | Qurk system | |
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