Publicación:
IMPROVING SEARCH ENGINE PERFORMANCE THROUGH DYNAMIC CACHING

dc.creatorPATRICIO ALEJANDRO GALDAMES SEPÚLVEDA
dc.creatorCLAUDIO ORLANDO GUTIÉRREZ SOTO
dc.date2021
dc.date.accessioned2025-01-10T15:26:32Z
dc.date.available2025-01-10T15:26:32Z
dc.date.issued2021
dc.description.abstractWEB SEARCH ENGINES PROCESS SEVERAL MILLIONS OF QUERIES PER SECOND OVER SEVERAL BILLIONS OF DOCUMENTS. WITHOUT ANY OPTIMIZATION, THIS PROCESS CAN BE VERY EXPENSIVE IN TERMS OF PROCESSING TIMES. IN THIS REGARD, APPROPRIATE USE OF COMPUTING POWER IS ESSENTIAL. ONE WAY TO TACKLE THIS PROBLEM IS THROUGH THE USE OF CACHING MECHANISMS. KEEP IN MIND, MOST RESEARCH BASED ON CACHING MECHANISMS USES REPETITIVE QUERIES-IT MEANS QUERIES SYNTACTICALLY EQUALS-TO CONFORM CACHES. FURTHERMORE, THE UNIVERSE OF REPETITIVE QUERIES IS SMALL IN COMPARISON WITH A SET OF SIMILAR SEMANTICALLY QUERIES. THIS PAPER PRESENTS A DYNAMIC CACHE THAT RELIES ON AN ONLINE ALGORITHM, WHICH PERFORMS A SEMANTIC MATCH BETWEEN THE USER?S QUERY AND QUERIES STORED IN THE CACHE. BROADLY SPEAKING, THE ALGORITHM EMPLOYS A PRIORITY QUEUE, WHERE POPULAR QUERIES ARE STORED ALONG WITH THEIR RELEVANT DOCUMENTS. EMPIRICAL RESULTS SHOW THAT OUR PROPOSED APPROACH IMPROVES THE RESPONSE TIMES AND PRECISION. MOREOVER, THE USE OF SEMANTICALLY RELATED KEYWORDS PROVES TO BE A KEY CONTRIBUTION THAT HAD BEEN OVERLOOKED IN PREVIOUS RESEARCH.
dc.formatapplication/pdf
dc.identifier.doi10.1109/SCCC54552.2021.9650412
dc.identifier.issn2691-0632
dc.identifier.issn1522-4902
dc.identifier.urihttps://repositorio.ubiobio.cl/handle/123456789/12033
dc.languagespa
dc.publisher40ª CONFERENCIA INTERNACIONAL DE LA SOCIEDAD CHILENA DE CIENCIAS DE LA COMPUTACIÓN (SCCC) 2021
dc.relation.uri10.1109/SCCC54552.2021.9650412
dc.rightsPUBLICADA
dc.titleIMPROVING SEARCH ENGINE PERFORMANCE THROUGH DYNAMIC CACHING
dc.title.alternativeMEJORAR EL RENDIMIENTO DE LOS MOTORES DE BÚSQUEDA A TRAVÉS DEL ALMACENAMIENTO EN CACHÉ DINÁMICO
dc.typeARTÍCULO
dspace.entity.typePublication
ubb.EstadoPUBLICADA
ubb.Otra ReparticionESCUELA ING. DE EJEC. EN COMPUTACION E INFORMATICA CONCEPCION
ubb.Otra ReparticionDEPARTAMENTO DE SISTEMAS DE INFORMACION
ubb.SedeCONCEPCIÓN
ubb.SedeCONCEPCIÓN
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