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Query completion without query logs for song search

Nitin Dua, Kanika Gupta, Monojit Choudhury, Kalika Bali
2011 Proceedings of the 20th international conference companion on World wide web - WWW '11  
We describe a new method for query completion for Bollywood song search without using query logs.  ...  Out of 100 test cases, our system could generate the correct suggestion for 91 queries.  ...  For song search, our system outperforms the query completion feature of the most popular search engines, even though it does not have access to any query log.  ... 
doi:10.1145/1963192.1963209 dblp:conf/www/DuaGCB11 fatcat:sfjyar2aifd4xloildu4mcpwme

Detecting candidate named entities in search queries

Areej Alasiry, Mark Levene, Alexandra Poulovassilis
2012 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval - SIGIR '12  
present a novel method for detecting candidate NEs using grammar annotation and query segmentation with the aid of top-n snippets from search engine results and a web n-gram model, to accurately identify  ...  The information extraction task of Named Entities Recognition (NER) has been recently applied to search engine queries, in order to better understand their semantics.  ...  For example, the word 'lyrics' could be the context for song names; the same context appears in queries such as 'song lyrics', 'James Brown songs lyrics', and 'Music and Lyrics'.  ... 
doi:10.1145/2348283.2348463 dblp:conf/sigir/AlasiryLP12 fatcat:douoe2lesvgvripxtijlcaelj4

The MUSART Testbed for Query-by-Humming Evaluation

Roger B. Dannenberg, William P. Birmingham, George Tzanetakis, Colin Meek, Ning Hu, Bryan Pardo
2004 Computer Music Journal  
We have created a database and a software testbed for the systematic evaluation of various query-by-humming (QBH) search systems.  ...  As might be expected, different queries and different databases lead to wide variations in observed search precision.  ...  Thanks to Dominic Mazzoni and Mark Bartsch for initial implementation of some testbed components. Thanks to Chee Kiat, Crystal Fong, and David Murray for help with data collection and analysis.  ... 
doi:10.1162/014892604323112239 fatcat:wkjf6e4u2jbjzjzfr5ilmcxmam

A study and comparison of multimedia Web searching: 1997-2006

Dian Tjondronegoro, Amanda Spink, Bernard J. Jansen
2009 Journal of the American Society for Information Science and Technology  
Searching for multimedia is an important activity for users of Web search engines.  ...  The study analyzes the (a) duration, size, and structure of Web search queries and sessions; (b) user demographics; (c) most popular multimedia Web searching terms; and (d) use of advanced Web search techniques  ...  For example, "im" could refer to "I'm okay" or other song title which has the words "I'm," but without the existence of other clarifying terms, an assumption cannot be made.  ... 
doi:10.1002/asi.21094 fatcat:y3nxe4txine7riy63dsg4pkrve

Linking external and internal search

Adan Ortiz-Cordova, Bernard J. Jansen
2014 Proceedings of the extended abstracts of the 32nd annual ACM conference on Human factors in computing systems - CHI EA '14  
The three major searching strategies are Explorers (47%, a broad query for external search and then multiple broad queries during internal search), Navigators (16%, a navigational query for external search  ...  and then specific queries during internal search), and Acquirers (15%, transaction queries for both external and internal search).  ...  For example, queries on the major search engine entail download free music and the internal search queries were specific artist or song names.  ... 
doi:10.1145/2559206.2581199 dblp:conf/chi/Ortiz-CordovaJ14 fatcat:a45y45gnefc4ba767ras7qxt6y

Interpreting keyword queries over web knowledge bases

Jeffrey Pound, Alexander K. Hudek, Ihab F. Ilyas, Grant Weddell
2012 Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12  
We mine frequent query structures from a Web query log and map these structures into a reference knowledge base.  ...  Many keyword queries issued to Web search engines target information about real world entities, and interpreting these queries over Web knowledge bases can often enable the search system to provide exact  ...  For example, consider a user searching for "songs by jimi hendrix."  ... 
doi:10.1145/2396761.2396803 dblp:conf/cikm/PoundHIW12 fatcat:f4orrr2sk5djherpmhaikxk6km

External to internal search: Associating searching on search engines with searching on sites

Adan Ortiz-Cordova, Yanwu Yang, Bernard J. Jansen
2015 Information Processing & Management  
There are a total of 1,136,390 queries from all searches, of which 295,571 are external search queries and 840,819 are internal search queries.  ...  search queries, (2) Navigators (15%) with an external search query containing a URL component and then specific internal search queries, and (3) Shifters (15%) with a different, seemingly unrelated, query  ...  Acknowledgements We would like to thank for allowing us to implement our tracker and to have access to their database.  ... 
doi:10.1016/j.ipm.2015.06.009 fatcat:q7rn6igxu5e7bbkkvjmyosevr4

Recommendation in Web Search Using Similar Query Mining with Big Data

2016 Revista Técnica de la Facultad de Ingeniería Universidad del Zulia  
In this paper, a novel query suggestion model is proposed. It mines similar queries in similar query sessions from search engine logs and re-ranks them.  ...  The queries submitted to web search engines are often short. Consequently, the search intents are obscure and hard to understand in the systems.  ...  These methods help search engines understand their intents by extending search queries or suggesting relevant search terms (Dou, Song and Wen, 2007) .  ... 
doi:10.21311/ fatcat:24xseacbqzdttbn3ryvnqptfv4

Frequency-based constraint relaxation for private query processing in cloud databases

Junpei Kawamoto, Patricia L. Gillett
2014 2014 IEEE 27th Canadian Conference on Electrical and Computer Engineering (CCECE)  
We introduce a new definition of privacy based on query frequencies, as well as a frequency-based constraint relaxation methodology for private queries.  ...  We introduce a weaker privacy condition which ensures that search intentions are hidden within a portion of the database, as opposed to ordinary private queries which hide search intentions among all data  ...  We use the 1K data set 2 which is a query log from the music service. The dataset contains 992 users, 1 084 871 songs, and 19 150 868 queries.  ... 
doi:10.1109/ccece.2014.6901132 dblp:conf/ccece/KawamotoG14 fatcat:zbadoryucna5npygnawuypre24

Building A Music Search Database Using Human Computation

Mark Cartwright, Bryan Pardo
2012 Proceedings of the SMC Conferences  
Acknowledgments The authors would like to thank Gabriel Peal for his help with the data collection.  ...  Remove any other search keys for the target song that are by the same singer as the query (only relevant for the paid local singers). 3.  ...  versus without lyrics.  ... 
doi:10.5281/zenodo.850059 fatcat:imuujizaufav5dh75vyfrr4mpm

Query suggestions in the absence of query logs

Sumit Bhatia, Debapriyo Majumdar, Prasenjit Mitra
2011 Proceedings of the 34th international ACM SIGIR conference on Research and development in Information - SIGIR '11  
However, for customized search systems in the enterprise domain, intranet search, or personalized search such as email or desktop search or for infrequent queries, query logs are either not available or  ...  We propose a probabilistic mechanism for generating query suggestions from the corpus without using query logs. We utilize the document corpus to extract a set of candidate phrases.  ...  without the aid of query logs.  ... 
doi:10.1145/2009916.2010023 dblp:conf/sigir/BhatiaMM11 fatcat:stmfieb3bnb7pkh55xya5xveqi

A comparative evaluation of search techniques for query-by-humming using the MUSART testbed

Roger B. Dannenberg, William P. Birmingham, Bryan Pardo, Ning Hu, Colin Meek, George Tzanetakis
2007 Journal of the American Society for Information Science and Technology  
Query-by-Humming systems offer content-based searching for melodies and require no special musical training or knowledge.  ...  Our queries, which are taken from human subjects in a fairly realistic setting, are quite difficult, especially for n-gram models.  ...  Thanks to Dominic Mazzoni and Mark Bartsch for initial implementation of some testbed components. Thanks to Chee Kiat, Crystal Fong, and David Murray for help with data collection and analysis.  ... 
doi:10.1002/asi.20532 fatcat:omorqynkebfqndaiocitz2rsjy

Learning to personalize query auto-completion

Milad Shokouhi
2013 Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval - SIGIR '13  
Query auto-completion (QAC) is one of the most prominent features of modern search engines.  ...  We perform our experiments on the publicly available AOL query logs, and also on the larger-scale logs of Bing.  ...  Acknowledgements The author is grateful to Sebastian Blohm for proof reading the first draft of this work, and also to anonymous reviewers for their insightful comments.  ... 
doi:10.1145/2484028.2484076 dblp:conf/sigir/Shokouhi13 fatcat:p6iljgz4vvdfbly3oe4ibnod4e

Analyzing URL queries

Wei Meng Lee, Mark Sanderson
2010 Journal of the American Society for Information Science and Technology  
The study made use of a search log from which URL queries were identified and selected for both qualitative and quantitative analyses. It was found that URL queries accounted for ∼17% of the sample.  ...  There were statistically significant differences between URL queries and non-URL queries in the following attributes: mean query length; mean number of tokens per query; and mean number of clicks per query  ...  Acknowledgment We thank the employees of Microsoft Research who made time to make their search log available to us, without which we could not have conducted this research.  ... 
doi:10.1002/asi.21407 fatcat:hbew5ciyq5gqvcnjavysv42soy

Colorizing tags in tag cloud

Ju-Chiang Wang, Yu-Chin Shih, Meng-Sung Wu, Hsin-Min Wang, Shyh-Kang Jeng
2011 Proceedings of the 19th ACM international conference on Multimedia - MM '11  
This paper presents a novel content-based query-by-tag music search system for an untagged music database.  ...  The experimental results demonstrate the effectiveness of GMFM and the potential of using MTML queries to search music from an untagged music database.  ...  Lexing Xie for their helpful comments.  ... 
doi:10.1145/2072298.2072337 dblp:conf/mm/WangSWWJ11 fatcat:faqttadkbzhedhx4ssumtepgju
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