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CrowdSeed

Zhou Zhao, Wilfred Ng, Zhijun Zhang
2013 Proceedings of the 16th International Conference on Extending Database Technology - EDBT '13  
We present CrowdSeed, a system that automatically integrates human input for processing queries imposed on microblogs.  ...  Processing such queries requires human input for providing missing information in order to clarify uncertainty or inconsistency in queries.  ...  ACKNOWLEDGEMENTS: We are grateful to the anonymous reviewers for their insightful comments on this paper.  ... 
doi:10.1145/2452376.2452465 dblp:conf/edbt/ZhaoNZ13 fatcat:fqrxa3fsvjgg3bgkvezugzqgi4

Guest editorial: special issue on trust, privacy, and security in crowdsourcing computing

An Liu, Guanfeng Liu, Mehmet A. Orgun, Qing Li
2020 World wide web (Bussum)  
Crowdsourcing is the process of engaging a crowd to provide services that can take place on many different levels and across various domains.  ...  The goal of this special issue is to solicit high quality, original research contributions on all aspects of trust, privacy and security on crowdsourcing computing, thereby capturing the state of the art  ...  processing.  ... 
doi:10.1007/s11280-019-00772-z fatcat:sm4giziwtzetvdl6jtymhravyy

ICDE conference 2014 detailed author index

2014 2014 IEEE 30th International Conference on Data Engineering  
Microblogs 1238 Mars: Real-Time Spatio-Temporal Queries on Microblogs 1246 A Demonstration of MNTG -A Web-Based Road Network Traffic Generator Maier, David 52 Blazes: Coordination Analysis  ...  Microblogs 1238 Mars: Real-Time Spatio-Temporal Queries on Microblogs Naughton, Jeffrey F. 352 In-RDBMS Inverted Indexes Revisited Naumann, Felix 1036 Detecting Unique Column Combinations  ... 
doi:10.1109/icde.2014.6816627 fatcat:bmnfkwqucfcmhet64s2o6ns5ky

Creating Sentiment Corpora from Microblogging Using Machine Learning

A. Alghamdi
2015 International Journal of Sciences  
Microblogging, on the other hand, reduces the cost of creating the resources.  ...  Our proposed approach to machine learning is to use active learning which aims to make the process of resource creation more effort and time efficient.  ...  A number of approaches have been proposed for sample selection, and the one we will be using is uncertainty sampling (Lewis, 1995) , which is the most commonly used query framework (Settles, 2009 ).  ... 
doi:10.18483/ijsci.760 fatcat:o7wnqmj7bbdmxll5qv3rzqmppm

A report on the fourth ACM international conference on web search and data mining (WSDM 2011)

Irwin King, Hang Li
2011 SIGKDD Explorations  
The search queries are in general shorter and more popular, and they are often searched repeatedly. Pal and Counts proposed an approach to identifying topical authorities in microblogs.  ...  This is why crowdsourcing will have far-reaching effects on Web search and data mining. Omar Alonso and Matt Lease gave a tutorial on crowdsourcing.  ... 
doi:10.1145/2031331.2031339 fatcat:yrylxicmlzdrrkin4zreavahyi

Volunteer-powered automatic classification of social media messages for public health in AIDR

Muhammad Imran, Carlos Castillo
2014 Proceedings of the 23rd International Conference on World Wide Web - WWW '14 Companion  
Microblogging platforms such as Twitter have become a valuable resource for disease surveillance and monitoring.  ...  CONCLUSION Microblog messages can provide valuable information for public health purposes. The volume and speed of the data means automatic methods are necessary to process it.  ...  AIDR is an easyto-use web-based platform designed to allow analysts to collect and classify microblog posts.  ... 
doi:10.1145/2567948.2579279 dblp:conf/www/ImranC14 fatcat:hwryig3ndfbufm7z6pnmr3eojy

Corporate system of monitoring network informational resources based on agent-based approach [article]

D.V. Lande, V.A. Dodonov, T.V. Kovalenko
2016 arXiv   pre-print
The results of modeling have been confirmed by studying a real network of Twitter microblogs.  ...  The paper describes stages of building a corporate system of monitoring network informational resources, the content of which is determined by links in microblogs.  ...  purpose the packet of 100 queries in business topics was processed in the search interface of this network on a periodic basis.  ... 
arXiv:1607.00876v1 fatcat:bfgp5nmrvrc6rnelfrqx2q56h4

Construction and first analysis of a corpus for the evaluation and training of microblog/twitter geoparsers

Jan Oliver Wallgrün, Frank Hardisty, Alan M. MacEachren, Morteza Karimzadeh, Yiting Ju, Scott Pezanowski
2014 Proceedings of the 8th Workshop on Geographic Information Retrieval - GIR '14  
We then report on the corpus building work and present an analysis of causes of disagreement between the lay persons performing place identification in our crowdsourcing approach.  ...  We introduce our corpus building framework, which is developed to be generally applicable beyond microblogs, and explain how we use crowdsourcing and geovisual analytics technology to support the construction  ...  to address this gap with a focus on microblogs and the goal of providing a publically available benchmarking corpus.  ... 
doi:10.1145/2675354.2675701 dblp:conf/gir/WallgrunHMKJP14 fatcat:ictv3tcyxnd6nbj4if6qosy7hm

Democratizing mobile app development for disaster management

Fuming Shih, Oshani Seneviratne, Ilaria Liccardi, Evan Patton, Patrick Meier, Carlos Castillo
2013 Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities - AIIP '13  
These applications will also have the capability of empowering citizens involved in crisis situations to contribute via crowdsourcing, and to communicate up-to-date information to others.  ...  For example, the app developer can execute a SPARQL query to fetch information about nearby shelters based on the user's current GPS location and show the results on a map.  ...  platforms, crowdsourced and existing open data.  ... 
doi:10.1145/2516911.2516915 dblp:conf/ijcai/ShihSLPMC13 fatcat:hedftiokpzczrcuohlbgfns3ji

Using stranger as sensors

Yefeng Liu, Todorka Alexandrova, Tatsuo Nakajima
2013 Proceedings of the 22nd international conference on World Wide Web - WWW '13  
In total, 91% of the questions successfully found at least one answer candidate, and they were sent to 162,954 microblogging service users.  ...  Using MoboQ, people can ask temporal and geo-sensitive questions, such as how long is the line at a popular business right now, and then receive answers that crowdsourced from other users in a timely fashion  ...  Jeffrey Nichols at IBM Research Almaden for providing valuable suggestions and comments and Gang Chen, Rui Tao, and Shengyu Huang at Diggerlab Inc. for their great efforts on the system implementation.  ... 
doi:10.1145/2488388.2488458 dblp:conf/www/LiuAN13 fatcat:ozyevozgqbcgrb45mxfwuvs6t4

Enhanced Information Access to Social Streams Through Word Clouds with Entity Grouping

Martin Leginus, Leon Derczynski, Peter Dolog
2015 Proceedings of the 11th International Conference on Web Information Systems and Technologies  
An extrinsic crowdsourced user evaluation of generated word clouds was performed.  ...  Results We performed the evaluation on queries from TREC2011 microblog collection (Ounis et al., 2011 Comparing all pooled tweets from the TREC2011 microblog collection 77% contain recognized named entities  ...  Social stream text reparation Social stream text is noisy, and difficult to process with typical language processing tools (Derczynski et al., 2013) .  ... 
doi:10.5220/0005403101830193 dblp:conf/webist/LeginusDD15 fatcat:7at67jj37rgbbhcka3gakqogae

Editorial

Anwitaman Datta, Ee-Peng Lim, Stuart W. Shulman
2013 Social Network Analysis and Mining  
Finally, the paper ''On the impact of text similarity functions on hashtag recommendations in microblogging environments'' evaluates the different text similarity functions in hashtag recommendation.  ...  The third paper, ''Hypergraph index: an index for contextaware nearest neighbor query on social networks'', studies an efficient hypergraph index that supports context-aware nearest neighbor queries over  ... 
doi:10.1007/s13278-013-0145-5 fatcat:ihjipx52zfge7opu5a6wop3wtu

A transfer learning based framework of crowd-selection on twitter

Zhou Zhao, Da Yan, Wilfred Ng, Shi Gao
2013 Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '13  
In this demo, we show our framework that tackles the problem of crowdsourced task assignment on Twitter according to the social activities of its users.  ...  The central problem is simple but tricky: given a crowdsourced task, who are the most knowledgable users to ask?  ...  Many existing works have studied the problem of crowd selection on microblogs [2, 5, 3, 9] . However, they select the workers for crowdsourced tasks based on only trustiness.  ... 
doi:10.1145/2487575.2487708 dblp:conf/kdd/ZhaoYNG13 fatcat:3ba45jxuhjdi7jmcypsbozc6b4

Chinese Location Word Recognition Using Service Context Information for Location-Based Service

Jiujun Cheng, Jingyu Hou, Chendan Yan, Junlu Cheng, Qingyang Zhang
2014 Mathematical Problems in Engineering  
With the development of mobile networks and positioning technology, extensive attention focuses on the location-based service (LBS) which processes the application data including user queries, information  ...  The experiment based on microblog datasets in mobile environment proves the viability and effectiveness of this method.  ...  This paper is based on this background. When a user makes a request in LBS, his position coordinate is provided to server as an input to the query processing.  ... 
doi:10.1155/2014/585634 fatcat:2u4jv3q6f5dplluzb4jhitz5tq

Crowdsourced Data Relevance Analysis for Crowd-assisted Flood Disaster Management

N. A. V. O. Kaushalye, S. Koswatte
2021 Journal of Geospatial Surveying  
The study examined a proof of concept on relevance assessment based on an improved set of user queries utilizing crowdsourced messages from the 2011 Australian floods (Ushahidi Crowd-map).  ...  Using Natural Language Processing (NLP) and Geographic Information Retrieval (GIR) techniques, this study evaluated the quality of CSD, focusing on the thematic relevance.  ...  Introduction Crowdsourcing is the act of obtaining inputs from a large number of people and has become one of the latest spatial data collection methods.  ... 
doi:10.4038/jgs.v1i1.25 fatcat:r4s6xtxx7bel7lis4srxm63nme
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