SmarterDeals: a context-aware deal recommendation system based on the smartercontext engine
Daily-deal applications are popular implementations of on-line advertising strategies that offer products and services to users based on their personal profiles. The current implementations are effective but can frustrate users with irrelevant deals due to stale profiles. To exploit these applicatio...
- Autores:
-
Ebrahimi, Sahar
Müller, Hausi Albert
Villegas Machado, Norha Milena
CASCON Conference of the Center for Advanced Studies on Collaborative Research (November 05 - 07 : 2012 : Toronto, Ontario, Canada)
Thomo, Alex
- Tipo de recurso:
- http://purl.org/coar/resource_type/c_c94f
- Fecha de publicación:
- 2012
- Institución:
- Universidad ICESI
- Repositorio:
- Repositorio ICESI
- Idioma:
- eng
- OAI Identifier:
- oai:repository.icesi.edu.co:10906/81955
- Acceso en línea:
- http://dl.acm.org/citation.cfm?id=2399776&cm_mc_uid=27313859298015030755187&cm_mc_sid_50200000=1503081139
http://delivery.acm.org/10.1145/2400000/2399788/p116-ebrahimi.pdf?ip=200.3.193.132&id=2399788&acc=ACTIVE%20SERVICE&key=4D9619BEF5D5941F%2EEEED38388178DD50%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&CFID=798984826&CFTOKEN=56815471&__acm__=1503088405_345eb06665e519eacf98789d2a0206b3
http://hdl.handle.net/10906/81955
- Palabra clave:
- Seguridad de la información
Protección de datos
Protección de la información
Automatización y sistemas de control
Automation Command and control system
- Rights
- openAccess
- License
- https://creativecommons.org/licenses/by-nc-nd/4.0/
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SmarterDeals: a context-aware deal recommendation system based on the smartercontext engine |
| title |
SmarterDeals: a context-aware deal recommendation system based on the smartercontext engine |
| spellingShingle |
SmarterDeals: a context-aware deal recommendation system based on the smartercontext engine Seguridad de la información Protección de datos Protección de la información Automatización y sistemas de control Automation Command and control system |
| title_short |
SmarterDeals: a context-aware deal recommendation system based on the smartercontext engine |
| title_full |
SmarterDeals: a context-aware deal recommendation system based on the smartercontext engine |
| title_fullStr |
SmarterDeals: a context-aware deal recommendation system based on the smartercontext engine |
| title_full_unstemmed |
SmarterDeals: a context-aware deal recommendation system based on the smartercontext engine |
| title_sort |
SmarterDeals: a context-aware deal recommendation system based on the smartercontext engine |
| dc.creator.fl_str_mv |
Ebrahimi, Sahar Müller, Hausi Albert Villegas Machado, Norha Milena CASCON Conference of the Center for Advanced Studies on Collaborative Research (November 05 - 07 : 2012 : Toronto, Ontario, Canada) Thomo, Alex |
| dc.contributor.author.spa.fl_str_mv |
Ebrahimi, Sahar Müller, Hausi Albert Villegas Machado, Norha Milena CASCON Conference of the Center for Advanced Studies on Collaborative Research (November 05 - 07 : 2012 : Toronto, Ontario, Canada) Thomo, Alex |
| dc.subject.spa.fl_str_mv |
Seguridad de la información Protección de datos Protección de la información Automatización y sistemas de control Automation Command and control system |
| topic |
Seguridad de la información Protección de datos Protección de la información Automatización y sistemas de control Automation Command and control system |
| description |
Daily-deal applications are popular implementations of on-line advertising strategies that offer products and services to users based on their personal profiles. The current implementations are effective but can frustrate users with irrelevant deals due to stale profiles. To exploit these applications fully, deals must become smarter and context-aware. This paper presents SmarterDeals, our deal recommendation system that exploits users’ changing personal context information to deliver highly relevant offers. SmarterDeals relies on recommendation algorithms based on collaborative filtering, and SmarterContext, our adaptive context management framework. |
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2012 |
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2012-11-05 |
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2017-08-18T20:54:13Z |
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2017-08-18T20:54:13Z |
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CASCON '12 Proceedings of the 2012 Conference of the Center for Advanced Studies on Collaborative Research (November 05 - 07 : 2012 : Toronto, Ontario, Canada) |
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116-130 páginas |
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Digital |
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New Jersey de Lat: 40 00 00 N degrees minutes Lat: 40.0000 decimal degrees Long: 075 00 00 W degrees minutes Long: -75.0000 decimal degrees |
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IBM Corp. |
| dc.publisher.faculty.spa.fl_str_mv |
Facultad de Ingeniería |
| dc.publisher.program.spa.fl_str_mv |
Ingeniería Telemática |
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Departamento Tecnologías de Información y Comunicaciones |
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New Jersey |
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Ebrahimi, SaharMüller, Hausi AlbertVillegas Machado, Norha MilenaCASCON Conference of the Center for Advanced Studies on Collaborative Research (November 05 - 07 : 2012 : Toronto, Ontario, Canada)Thomo, Alexnvillega@icesi.edu.coNew Jersey de Lat: 40 00 00 N degrees minutes Lat: 40.0000 decimal degrees Long: 075 00 00 W degrees minutes Long: -75.0000 decimal degrees2017-08-18T20:54:13Z2017-08-18T20:54:13Z2012-11-05http://dl.acm.org/citation.cfm?id=2399776&cm_mc_uid=27313859298015030755187&cm_mc_sid_50200000=1503081139http://delivery.acm.org/10.1145/2400000/2399788/p116-ebrahimi.pdf?ip=200.3.193.132&id=2399788&acc=ACTIVE%20SERVICE&key=4D9619BEF5D5941F%2EEEED38388178DD50%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&CFID=798984826&CFTOKEN=56815471&__acm__=1503088405_345eb06665e519eacf98789d2a0206b3http://hdl.handle.net/10906/81955instname: Universidad Icesireponame: Biblioteca Digitalrepourl: https://repository.icesi.edu.co/Daily-deal applications are popular implementations of on-line advertising strategies that offer products and services to users based on their personal profiles. The current implementations are effective but can frustrate users with irrelevant deals due to stale profiles. To exploit these applications fully, deals must become smarter and context-aware. This paper presents SmarterDeals, our deal recommendation system that exploits users’ changing personal context information to deliver highly relevant offers. SmarterDeals relies on recommendation algorithms based on collaborative filtering, and SmarterContext, our adaptive context management framework.116-130 páginasDigitalengIBM Corp.Facultad de IngenieríaIngeniería TelemáticaDepartamento Tecnologías de Información y ComunicacionesNew JerseyCASCON '12 Proceedings of the 2012 Conference of the Center for Advanced Studies on Collaborative Research (November 05 - 07 : 2012 : Toronto, Ontario, Canada)EL AUTOR, expresa que la obra objeto de la presente autorización es original y la elaboró sin quebrantar ni suplantar los derechos de autor de terceros, y de tal forma, la obra es de su exclusiva autoría y tiene la titularidad sobre éste. PARÁGRAFO: en caso de queja o acción por parte de un tercero referente a los derechos de autor sobre el artículo, folleto o libro en cuestión, EL AUTOR, asumirá la responsabilidad total, y saldrá en defensa de los derechos aquí autorizados; para todos los efectos, la Universidad Icesi actúa como un tercero de buena fe. Esta autorización, permite a la Universidad Icesi, de forma indefinida, para que en los términos establecidos en la Ley 23 de 1982, la Ley 44 de 1993, leyes y jurisprudencia vigente al respecto, haga publicación de este con fines educativos Todo persona que consulte ya sea la biblioteca o en medio electrónico podrá copiar apartes del texto citando siempre la fuentes, es decir el título del trabajo y el autor.https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessAtribuci�n-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)http://purl.org/coar/access_right/c_abf2Seguridad de la informaciónProtección de datosProtección de la informaciónAutomatización y sistemas de controlAutomation Command and control systemSmarterDeals: a context-aware deal recommendation system based on the smartercontext engineinfo:eu-repo/semantics/conferenceObjecthttp://purl.org/coar/resource_type/c_c94fDocumento de conferenciainfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85EditorORIGINALdocumento.htmldocumento.htmltext/html292http://repository.icesi.edu.co/biblioteca_digital/bitstream/10906/81955/3/documento.html6e0b9846c5d4edf3006fcc31d0945cebMD53LICENSElicense.txtlicense.txttext/plain1748http://repository.icesi.edu.co/biblioteca_digital/bitstream/10906/81955/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD5210906/81955oai:repository.icesi.edu.co:10906/819552018-10-29 13:43:43.635Biblioteca Digital - Universidad icesicdcriollo@icesi.edu.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 |