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ORCIDACM SIGMOD Conference 2010: Indianapolis, Indiana, USA
- Ahmed K. Elmagarmid, Divyakant Agrawal:
Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2010, Indianapolis, Indiana, USA, June 6-10, 2010. ACM 2010, ISBN 978-1-4503-0032-2
Keynote 1
- Jon M. Kleinberg:
The flow of on-line information in global networks. 1-2
Advanced query processing
- Marcus Fontoura, Suhas Sadanandan, Jayavel Shanmugasundaram, Sergei Vassilvitskii, Erik Vee, Srihari Venkatesan, Jason Y. Zien:
Efficiently evaluating complex boolean expressions. 3-14 - Quoc Trung Tran, Chee-Yong Chan:
How to ConQueR why-not questions. 15-26 - Feng Zhao, Gautam Das
, Kian-Lee Tan, Anthony K. H. Tung:
Call to order: a hierarchical browsing approach to eliciting users' preference. 27-38 - Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle:
Boosting spatial pruning: on optimal pruning of MBRs. 39-50
Data cleaning & data mining
- Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Min-Te Sun:
Leveraging spatio-temporal redundancy for RFID data cleansing. 51-62 - Henning Köhler, Xiaofang Zhou, Shazia Wasim Sadiq, Yanfeng Shu, Kerry L. Taylor:
Sampling dirty data for matching attributes. 63-74 - Chris Mayfield, Jennifer Neville, Sunil Prabhakar:
ERACER: a database approach for statistical inference and data cleaning. 75-86 - Aditya G. Parameswaran, Georgia Koutrika, Benjamin Bercovitz, Hector Garcia-Molina:
Recsplorer: recommendation algorithms based on precedence mining. 87-98
Graph data & querying
- Fang Wei:
TEDI: efficient shortest path query answering on graphs. 99-110 - Changjiu Jin, Sourav S. Bhowmick, Xiaokui Xiao, James Cheng, Byron Choi:
GBLENDER: towards blending visual query formulation and query processing in graph databases. 111-122 - Ruoming Jin, Hui Hong, Haixun Wang, Ning Ruan, Yang Xiang:
Computing label-constraint reachability in graph databases. 123-134 - Grzegorz Malewicz, Matthew H. Austern, Aart J. C. Bik, James C. Dehnert, Ilan Horn, Naty Leiser, Grzegorz Czajkowski:
Pregel: a system for large-scale graph processing. 135-146
Data streams & time-series data
- Shimin Chen, Phillip B. Gibbons, Suman Nath:
PR-join: a non-blocking join achieving higher early result rate with statistical guarantees. 147-158 - Thanh T. L. Tran, Liping Peng, Boduo Li, Yanlei Diao, Anna Liu:
PODS: a new model and processing algorithms for uncertain data streams. 159-170 - Abdullah Mueen, Suman Nath, Jie Liu:
Fast approximate correlation for massive time-series data. 171-182 - Peng Wang, Haixun Wang, Majin Liu, Wei Wang:
An algorithmic approach to event summarization. 183-194
Innovative data management
- Jerzy Tyszkiewicz:
Spreadsheet as a relational database engine. 195-206 - Hyun Jin Moon, Carlo Curino, Carlo Zaniolo:
Scalable architecture and query optimization fortransaction-time DBs with evolving schemas. 207-218 - Wolfgang Gatterbauer, Dan Suciu:
Data conflict resolution using trust mappings. 219-230 - Dimitris Tsirogiannis, Stavros Harizopoulos, Mehul A. Shah:
Analyzing the energy efficiency of a database server. 231-242
Location & sensor based data
- Zhengdao Xu, Hans-Arno Jacobsen:
Processing proximity relations in road networks. 243-254 - Zaiben Chen, Heng Tao Shen, Xiaofang Zhou, Yu Zheng, Xing Xie:
Searching trajectories by locations: an efficiency study. 255-266 - Mirco Stern, Klemens Böhm, Erik Buchmann:
Processing continuous join queries in sensor networks: a filtering approach. 267-278 - Nikos Giatrakos, Yannis Kotidis, Antonios Deligiannakis, Vasilis Vassalos, Yannis Theodoridis:
TACO: tunable approximate computation of outliers in wireless sensor networks. 279-290
Probabilistic & uncertain data
- Ruiwen Chen, Yongyi Mao, Iluju Kiringa:
GRN model of probabilistic databases: construction, transition and querying. 291-302 - Xiang Lian, Lei Chen, Shaoxu Song:
Consistent query answers in inconsistent probabilistic databases. 303-314 - Yinian Qi, Rohit Jain, Sarvjeet Singh, Sunil Prabhakar:
Threshold query optimization for uncertain data. 315-326 - Jeffrey Jestes, Feifei Li, Zhepeng Yan, Ke Yi:
Probabilistic string similarity joins. 327-338
Leveraging hardware for data management
- Changkyu Kim, Jatin Chhugani, Nadathur Satish, Eric Sedlar, Anthony D. Nguyen, Tim Kaldewey, Victor W. Lee, Scott A. Brandt, Pradeep Dubey:
FAST: fast architecture sensitive tree search on modern CPUs and GPUs. 339-350 - Nadathur Satish, Changkyu Kim, Jatin Chhugani, Anthony D. Nguyen, Victor W. Lee, Daehyun Kim, Pradeep Dubey:
Fast sort on CPUs and GPUs: a case for bandwidth oblivious SIMD sort. 351-362 - Yi-Reun Kim, Kyu-Young Whang, Il-Yeol Song:
Page-differential logging: an efficient and DBMS-independent approach for storing data into flash memory. 363-374 - Rajendra Shinde, Ashish Goel, Pankaj Gupta, Debojyoti Dutta:
Similarity search and locality sensitive hashing using ternary content addressable memories. 375-386
University of Washington
- Partha Pratim Talukdar, Zachary G. Ives, Fernando C. N. Pereira:
Automatically incorporating new sources in keyword search-based data integration. 387-398 - Nicoleta Preda, Gjergji Kasneci, Fabian M. Suchanek, Thomas Neumann, Wenjun Yuan, Gerhard Weikum:
Active knowledge: dynamically enriching RDF knowledge bases by web services. 399-410 - Hatem A. Mahmoud, Ashraf Aboulnaga:
Schema clustering and retrieval for multi-domain pay-as-you-go data integration systems. 411-422 - Jeffrey Pound, Ihab F. Ilyas, Grant E. Weddell:
Expressive and flexible access to web-extracted data: a keyword-based structured query language. 423-434
Social networks & community data
- Bin Cui, Anthony K. H. Tung, Ce Zhang, Zhe Zhao:
Multiple feature fusion for social media applications. 435-446 - James Cheng, Yiping Ke, Ada Wai-Chee Fu, Jeffrey Xu Yu, Linhong Zhu:
Finding maximal cliques in massive networks by H*-graph. 447-458 - James Cheng, Ada Wai-Chee Fu, Jia Liu:
K-isomorphism: privacy preserving network publication against structural attacks. 459-470 - Emiran Curtmola, Alin Deutsch, K. K. Ramakrishnan, Divesh Srivastava:
Load-balanced query dissemination in privacy-aware online communities. 471-482
Scalable data analytics
- John Cieslewicz, Kenneth A. Ross, Kyoho Satsumi, Yang Ye:
Automatic contention detection and amelioration for data-intensive operations. 483-494 - Rares Vernica, Michael J. Carey, Chen Li:
Efficient parallel set-similarity joins using MapReduce. 495-506 - Kristi Morton, Magdalena Balazinska, Dan Grossman:
ParaTimer: a progress indicator for MapReduce DAGs. 507-518 - Subi Arumugam, Alin Dobra, Christopher M. Jermaine, Niketan Pansare, Luis Leopoldo Perez:
The DataPath system: a data-centric analytic processing engine for large data warehouses. 519-530
Advanced query processing
- Surajit Chaudhuri, Hongrae Lee, Vivek R. Narasayya:
Variance aware optimization of parameterized queries. 531-542 - Sándor Héman, Marcin Zukowski, Niels J. Nes, Lefteris Sidirourgos, Peter A. Boncz:
Positional update handling in column stores. 543-554 - Leong Hou U, Nikos Mamoulis, Klaus Berberich, Srikanta J. Bedathur:
Durable top-k search in document archives. 555-566 - Yupeng Fu, Keith Kowalczykowski, Kian Win Ong, Yannis Papakonstantinou, Kevin Keliang Zhao:
Ajax-based report pages as incrementally rendered views. 567-578
Cloud computing & internet scale computing
- Donald Kossmann, Tim Kraska, Simon Loesing:
An evaluation of alternative architectures for transaction processing in the cloud. 579-590 - Jinbao Wang, Sai Wu, Hong Gao, Jianzhong Li, Beng Chin Ooi:
Indexing multi-dimensional data in a cloud system. 591-602 - Evan P. C. Jones, Daniel J. Abadi, Samuel Madden:
Low overhead concurrency control for partitioned main memory databases. 603-614 - Wenchao Zhou, Micah Sherr, Tao Tao, Xiaozhou Li, Boon Thau Loo, Yun Mao:
Efficient querying and maintenance of network provenance at internet-scale. 615-626
Data summarization
- Yohan J. Roh, Jae Ho Kim, Yon Dohn Chung, Jin Hyun Son, Myoung-Ho Kim:
Hierarchically organized skew-tolerant histograms for geographic data objects. 627-638 - Yufei Tao, Ke Yi, Cheng Sheng, Jian Pei, Feifei Li:
Logging every footstep: quantile summaries for the entire history. 639-650 - Sai Wu, Beng Chin Ooi, Kian-Lee Tan:
Continuous sampling for online aggregation over multiple queries. 651-662 - Carl-Christian Kanne, Guido Moerkotte:
Histograms reloaded: the merits of bucket diversity. 663-674
Probabilistic data, fuzzy data, & data provenance
- Bhargav Kanagal, Amol Deshpande:
Lineage processing over correlated probabilistic databases. 675-686 - Luis Leopoldo Perez, Subi Arumugam, Christopher M. Jermaine:
Evaluation of probabilistic threshold queries in MCDB. 687-698 - Kai Zheng, Gabriel Pui Cheong Fung, Xiaofang Zhou:
K-nearest neighbor search for fuzzy objects. 699-710 - Zhuowei Bao, Susan B. Davidson, Sanjeev Khanna, Sudeepa Roy:
An optimal labeling scheme for workflow provenance using skeleton labels. 711-722
Data security & privacy
- William R. Marczak, Shan Shan Huang, Martin Bravenboer, Micah Sherr, Boon Thau Loo, Molham Aref:
SecureBlox: customizable secure distributed data processing. 723-734 - Vibhor Rastogi, Suman Nath:
Differentially private aggregation of distributed time-series with transformation and encryption. 735-746 - Wai Kit Wong, Nikos Mamoulis, David Wai-Lok Cheung:
Non-homogeneous generalization in privacy preserving data publishing. 747-758 - Hazem Elmeleegy, Mourad Ouzzani, Ahmed K. Elmagarmid, Ahmad M. Abusalah:
Preserving privacy and fairness in peer-to-peer data integration. 759-770
Web data integration
- Nikos Sarkas, Stelios Paparizos, Panayiotis Tsaparas:
Structured annotations of web queries. 771-782 - Arvind Arasu, Michaela Götz, Raghav Kaushik:
On active learning of record matching packages. 783-794 - Anish Das Sarma, Alpa Jain, Divesh Srivastava:
I4E: interactive investigation of iterative information extraction. 795-806 - Eli Cortez, Altigran Soares da Silva, Marcos André Gonçalves, Edleno Silva de Moura:
ONDUX: on-demand unsupervised learning for information extraction. 807-818
Web data management
- Mohan Yang, Haixun Wang, Lipyeow Lim, Min Wang:
Optimizing content freshness of relations extracted from the web using keyword search. 819-830 - Adam Silberstein, Jeff Terrace, Brian F. Cooper, Raghu Ramakrishnan:
Feeding frenzy: selectively materializing users' event feeds. 831-842 - Senjuti Basu Roy, Sihem Amer-Yahia, Ashish Chawla, Gautam Das, Cong Yu:
Constructing and exploring composite items. 843-854 - Arjun Dasgupta, Xin Jin, Bradley Jewell, Nan Zhang, Gautam Das:
Unbiased estimation of size and other aggregates over hidden web databases. 855-866
Graph mining
- Arijit Khan, Xifeng Yan, Kun-Lung Wu:
Towards proximity pattern mining in large graphs. 867-878 - Ning Jin, Calvin Young, Wei Wang:
GAIA: graph classification using evolutionary computation. 879-890 - Yufei Tao, Cheng Sheng, Jianzhong Li:
Finding maximum degrees in hidden bipartite graphs. 891-902 - Haichuan Shang, Xuemin Lin, Ying Zhang, Jeffrey Xu Yu, Wei Wang:
Connected substructure similarity search. 903-914
Indexing & storage management
- Zhenjie Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Divesh Srivastava:
Bed-tree: an all-purpose index structure for string similarity search based on edit distance. 915-926 - Parag Agrawal, Arvind Arasu, Raghav Kaushik:
On indexing error-tolerant set containment. 927-938 - Oguzhan Ozmen, Kenneth Salem, Jiri Schindler, Steve Daniel:
Workload-aware storage layout for database systems. 939-950 - Grigoris Karvounarakis, Zachary G. Ives, Val Tannen:
Querying data provenance. 951-962
Industrial session 1: new platforms
- Paul G. Brown:
Overview of sciDB: large scale array storage, processing and analysis. 963-968 - Yu Xu, Pekka Kostamaa, Like Gao:
Integrating hadoop and parallel DBMs. 969-974 - Spyros Blanas, Jignesh M. Patel, Vuk Ercegovac, Jun Rao, Eugene J. Shekita, Yuanyuan Tian:
A comparison of join algorithms for log processing in MaPreduce. 975-986
Industrial session 2: advanced analytics
- Sudipto Das, Yannis Sismanis, Kevin S. Beyer, Rainer Gemulla, Peter J. Haas, John McPherson:
Ricardo: integrating R and Hadoop. 987-998 - Michael Moricz, Yerbolat Dosbayev, Mikhail Berlyant:
PYMK: friend recommendation at myspace. 999-1002 - Deepak Agarwal, Datong Chen, Long-ji Lin, Jayavel Shanmugasundaram, Erik Vee:
Forecasting high-dimensional data. 1003-1012 - Ashish Thusoo, Zheng Shao, Suresh Anthony, Dhruba Borthakur, Namit Jain, Joydeep Sen Sarma, Raghotham Murthy, Hao Liu:
Data warehousing and analytics infrastructure at facebook. 1013-1020
Industrial session 3: advances in DBMSs
- David G. Campbell, Gopal Kakivaya, Nigel Ellis:
Extreme scale with full SQL language support in microsoft SQL Azure. 1021-1024 - Zhen Hua Liu, Thomas Baby, Sukhendu Chakraborty, Junyan Ding, Anguel Novoselsky, Vikas Arora:
Pay-as-you-go: an adaptive approach to provide full context-aware text search over document content. 1025-1036 - Ilya Taranov, Ivan Shcheklein, Alexander Kalinin, Leonid Novak, Sergei D. Kuznetsov, Roman Pastukhov, Alexander Boldakov, Denis Turdakov, Konstantin Antipin, Andrey Fomichev, Peter Pleshachkov, Pavel E. Velikhov, Nikolai Zavaritski, Maxim Grinev, Maria P. Grineva, Dmitry Lizorkin:
Sedna: native XML database management system (internals overview). 1037-1046 - Scott M. Meyer, Jutta Degener, John Giannandrea, Barak Michener:
Optimizing schema-last tuple-store queries in graphd. 1047-1056
Industrial session 4: information integration, collaboration & visualization
- Len Seligman, Peter Mork, Alon Y. Halevy, Kenneth P. Smith, Michael J. Carey, Kuang Chen, Chris Wolf, Jayant Madhavan, Akshay Kannan, Doug Burdick:
OpenII: an open source information integration toolkit. 1057-1060 - Hector Gonzalez, Alon Y. Halevy, Christian S. Jensen, Anno Langen, Jayant Madhavan, Rebecca Shapley, Warren Shen, Jonathan Goldberg-Kidon:
Google fusion tables: web-centered data management and collaboration. 1061-1066 - Christopher R. Stolte:
Visual interfaces to data. 1067-1068 - Vinayak R. Borkar, Michael J. Carey, Sebu Koleth, Alexander Kotopoulis, Kautul Mehta, Joshua Spiegel, Sachin Thatte, Till Westmann:
Graphical XQuery in the aqualogic data services platform. 1069-1080
Industrial session 5: stream processing
- Sailesh Krishnamurthy, Michael J. Franklin, Jeffrey Davis, Daniel Farina, Pasha Golovko, Alan Li, Neil Thombre:
Continuous analytics over discontinuous streams. 1081-1092 - Alain Biem, Eric Bouillet, Hanhua Feng, Anand Ranganathan, Anton Riabov, Olivier Verscheure, Haris N. Koutsopoulos, Carlos Moran:
IBM infosphere streams for scalable, real-time, intelligent transportation services. 1093-1104 - Malú Castellanos, Song Wang, Umeshwar Dayal, Chetan Gupta:
SIE-OBI: a streaming information extraction platform for operational business intelligence. 1105-1110
Session A: cloud, OLAP, and XML
- Azza Abouzied, Kamil Bajda-Pawlikowski, Jiewen Huang, Daniel J. Abadi, Avi Silberschatz:
HadoopDB in action: building real world applications. 1111-1114 - Tyson Condie, Neil Conway, Peter Alvaro, Joseph M. Hellerstein, John Gerth, Justin Talbot, Khaled Elmeleegy, Russell Sears:
Online aggregation and continuous query support in MapReduce. 1115-1118 - Chaokun Wang, Jianmin Wang, Xuemin Lin, Wei Wang, Haixun Wang, Hongsong Li, Wanpeng Tian, Jun Xu, Rui Li:
MapDupReducer: detecting near duplicates over massive datasets. 1119-1122 - Rishan Chen, Xuetian Weng, Bingsheng He, Mao Yang:
Large graph processing in the cloud. 1123-1126 - Salvatore Ruggieri, Dino Pedreschi, Franco Turini:
DCUBE: discrimination discovery in databases. 1127-1130 - Chun Kit Chui, Ben Kao, Eric Lo, David W. Cheung:
S-OLAP: an OLAP system for analyzing sequence data. 1131-1134 - Venkatesh Raghavan, Elke A. Rundensteiner:
ProgXe: progressive result generation framework for multi-criteria decision support queries. 1135-1138 - María Pérez Catalán, Ismael Sanz, Rafael Berlanga Llavori:
XTaGe: a flexible XML collection generator. 1139-1142 - Barzan Mozafari, Kai Zeng, Carlo Zaniolo:
K*SQL: a unifying engine for sequence patterns and XML. 1143-1146
Session B: stream, keyword search, and web
- Pranav Vaidya, Jaehwan John Lee, Francis Bowen, Yingzi Du, Chandima H. Nadungodage, Yuni Xia:
Symbiote: a reconfigurable logic assisted data streammanagement system (RLADSMS). 1147-1150 - Di Yang, Zhenyu Guo, Zaixian Xie, Elke A. Rundensteiner, Matthew O. Ward:
Interactive visual exploration of neighbor-based patterns in data streams. 1151-1154 - Michael Mathioudakis, Nick Koudas:
TwitterMonitor: trend detection over the twitter stream. 1155-1158 - René Müller, Jens Teubner, Gustavo Alonso:
Glacier: a query-to-hardware compiler. 1159-1162 - Hilit Achiezra, Konstantin Golenberg, Benny Kimelfeld, Yehoshua Sagiv:
Exploratory keyword search on data graphs. 1163-1166 - Mark Sifer, Jian Lin, Yutaka Watanobe, Subhash Bhalla:
Integrating keyword search with multiple dimension tree views over a summary corpus data cube. 1167-1170 - Sanjay Agrawal, Kaushik Chakrabarti, Surajit Chaudhuri, Venkatesh Ganti, Arnd Christian König, Dong Xin:
Query portals: dynamically generating portals for entity-oriented web queries. 1171-1174 - Luciano Barbosa, Hoa Nguyen, Thanh Hoang Nguyen, Ramesh Pinnamaneni, Juliana Freire:
Creating and exploring web form repositories. 1175-1178
Session C: schema, language, and spatial
- Kenneth P. Smith, Craig Bonaceto, Chris Wolf, Beth Yost, Michael Morse, Peter Mork, Doug Burdick:
Exploring schema similarity at multiple resolutions. 1179-1182 - Ioannis Alagiannis, Debabrata Dash, Karl Schnaitter, Anastasia Ailamaki, Neoklis Polyzotis:
An automated, yet interactive and portable DB designer. 1183-1186 - Sreeram Balakrishnan, Vivian Chu, Mauricio A. Hernández, Howard Ho, Rajasekar Krishnamurthy, Shixia Liu, Jan Pieper, Jeffrey S. Pierce, Lucian Popa, Christine Robson, Lei Shi, Ioana Roxana Stanoi, Edison L. Ting, Shivakumar Vaithyanathan, Huahai Yang:
Midas: integrating public financial data. 1187-1190 - James F. Terwilliger, Philip A. Bernstein, Adi Unnithan:
Worry-free database upgrades: automated model-driven evolution of schemas and complex mappings. 1191-1194 - Matteo Magnani, Danilo Montesi:
US-SQL: managing uncertain schemata. 1195-1198 - Franz Graf, Hans-Peter Kriegel, Matthias Renz, Matthias Schubert:
PAROS: pareto optimal route selection. 1199-1202 - Zhenhui Li, Ming Ji, Jae-Gil Lee, Lu An Tang, Yintao Yu, Jiawei Han, Roland Kays:
MoveMine: mining moving object databases. 1203-1206 - Michael Armbrust, Stephen Tu, Armando Fox, Michael J. Franklin, David A. Patterson, Nick Lanham, Beth Trushkowsky, Jesse Trutna:
PIQL: a performance insightful query language. 1207-1210 - Mianwei Zhou, Tao Cheng, Kevin Chen-Chuan Chang:
DoCQS: a prototype system for supporting data-oriented content query. 1211-1214
Session D: new technology, and potpourri
- Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner:
QRelX: generating meaningful queries that provide cardinality assurance. 1215-1218 - Matias Bjørling, Lionel Le Folgoc, Ahmed Mseddi, Philippe Bonnet, Luc Bouganim, Björn Þór Jónsson:
Performing sound flash device measurements: some lessons from uFLIP. 1219-1222 - Mohamed Yakout, Ahmed K. Elmagarmid, Jennifer Neville, Mourad Ouzzani:
GDR: a system for guided data repair. 1223-1226 - Georgios Giannikis, Philipp Unterbrunner, Jeremy Meyer, Gustavo Alonso, Dietmar Fauser, Donald Kossmann:
Crescando. 1227-1230 - Vamsidhar Thummala, Shivnath Babu:
iTuned: a tool for configuring and visualizing database parameters. 1231-1234 - Nicolas Anciaux, Luc Bouganim, Yanli Guo, Philippe Pucheral, Jean-Jacques Vandewalle, Shaoyi Yin:
Pluggable personal data servers. 1235-1238 - Mohamed Nabeel, Ning Shang, John Zage, Elisa Bertino:
Mask: a system for privacy-preserving policy-based access to published content. 1239-1242 - Yasin N. Silva, Ahmed M. Aly, Walid G. Aref, Per-Åke Larson:
SimDB: a similarity-aware database system. 1243-1246 - Justin J. Levandoski, Mohamed F. Mokbel, Mohamed E. Khalefa, Venkateshwar R. Korukanti:
A demonstration of FlexPref: extensible preference evaluation inside the DBMS engine. 1247-1250
Tutorial 1
- Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu:
Mining knowledge from databases: an information network analysis approach. 1251-1252
Tutorial 2
- Carlos Ordonez, Javier García-García:
Database systems research on data mining. 1253-1254
Tutorial 3
- Divesh Srivastava, Suresh Venkatasubramanian:
Information theory for data management. 1255-1256
Tutorial 4
- Laura Chiticariu, Yunyao Li, Sriram Raghavan, Frederick Reiss:
Enterprise information extraction: recent developments and open challenges. 1257-1258
Panel
- Sihem Amer-Yahia, AnHai Doan, Jon M. Kleinberg, Nick Koudas, Michael J. Franklin:
Crowds, clouds, and algorithms: exploring the human side of "big data" applications. 1259-1260
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