Applying Short-term Memory to Social Search Agents
dc.contributor.author
dc.date.accessioned
2017-10-11T07:08:12Z
dc.date.available
2017-10-11T07:08:12Z
dc.date.issued
2015
dc.identifier.uri
dc.description.abstract
This paper presents about our research in social search. Generally, the research in social search falls into two principal
challenges. The first challenge is how to find more relevant answers to the question. The second one is how to increase speed in
finding relevant answers.
Recently, we had provided two algorithms called Asknext and Question Waves to find more relevant answers compared to the
baseline algorithm BFS. But, the search speed of the two proposed algorithms still the subject to improve.
In this paper, we introduce the agents’ ability of learning the answers from the interactions with other agents so that they can
quickly answer the question of other agents. We model this learning process by implementing the concept of data caching as the
short-term memory of each social search agent. The result improvement of the speediness and the reduction of the number of
messages used to communicate between agents, after apply agent's short-term memory concept, demonstrates the usefulness of
the proposed approach
dc.description.sponsorship
This work was supported in part by by the EU's 7FP under grant agreement no 316097, by the TIN2013-48040-R (QWAVES) Nuevos métodos de automatización de la búsqueda social basados en waves de preguntas, the IPT20120482430000 (MIDPOINT) Nuevos enfoques de preservación digital con mejor gestión de costes que garantizan su sostenibilidad, VirCoin2SME – num. H2020-MSCA-RISE SEP 210165853. Social, complementary or community virtual currencies transfer of knowledge to SME: a new era for competitiveness and entrepreneurship, and VISUAL AD, RTC-2014-2566-7 and GEPID, RTC-2014-2576-7, as well as the grup de recerca consolidat CSI-ref. 2014 SGR 1469
dc.format.mimetype
application/pdf
dc.language.iso
eng
dc.publisher
Elsevier
dc.relation
info:eu-repo/grantAgreement/MINECO//TIN2013-48040-R/ES/NUEVOS METODOS DE AUTOMATIZACION DE LA BUSQUEDA SOCIAL BASADOS EN WAVES DE PREGUNTAS/
dc.relation.isformatof
Reproducció digital del document publicat a: https://doi.org/10.1016/j.procs.2015.09.237
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Procedia Computer Science, 2015, vol. 68, p. 217-226
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Articles publicats (D-EEEiA)
dc.rights
Attribution-NonCommercial-NoDerivs 3.0 Spain
dc.rights.uri
dc.title
Applying Short-term Memory to Social Search Agents
dc.type
info:eu-repo/semantics/article
dc.rights.accessRights
info:eu-repo/semantics/openAccess
dc.embargo.terms
Cap
dc.type.version
info:eu-repo/semantics/publishedVersion
dc.identifier.doi
dc.contributor.funder
dc.relation.ProjectAcronym
dc.identifier.eissn
1877-0509