Um sistema de recomendação de rotas turísticas baseado em filtragem colaborativa
Resumo Planejar uma viagem, seja como turista ou a trabalho, pode não ser uma tarefa simples. Comprar passagens, encontrar acomodações disponíveis, selecionar lugares para conhecer, todo esse processo pode ser muito exaustivo considerando a quantidade de plataformas online que oferecem serviços no â...
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Universidade Federal de Minas Gerais - UFMG
2023
Universidade Federal de Minas Gerais |
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| Abstract | Resumo Planejar uma viagem, seja como turista ou a trabalho, pode não ser uma tarefa simples. Comprar passagens, encontrar acomodações disponíveis, selecionar lugares para conhecer, todo esse processo pode ser muito exaustivo considerando a quantidade de plataformas online que oferecem serviços no âmbito turístico e a sobrecarga de informações em buscadores na Web. Sistemas de Recomendação entram nesse contexto, para filtrar as informações e sugerir dados relevantes para o usuário. Este artigo propõe um sistema de recomendação de rotas turísticas, que visa auxiliar um viajante a encontrar pontos turísticos relevantes de acordo com suas preferências e interesses.
Abstract Planning a trip, whether as a tourist or work, may not be a simple task. Buying tickets, finding accommodations available, and selecting places to visit, this whole process can be very exhausting considering the number of online platforms that offer services in the tourist scope and also the overload of information in web search engines. Recommender Systems enter this context to filter information and suggest relevant data for the user. This article proposes a tourist route recommendation system that aims to help travelers find relevant tourist spots according to their preferences and interests. |
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| AbstractList | Planejar uma viagem, seja como turista ou a trabalho, pode não ser uma tarefa simples. Comprar passagens, encontrar acomodações disponíveis, selecionar lugares para conhecer, todo esse processo pode ser muito exaustivo considerando a quantidade de plataformas online que oferecem serviços no âmbito turístico e a sobrecarga de informações em buscadores na Web. Sistemas de Recomendação entram nesse contexto, para filtrar as informações e sugerir dados relevantes para o usuário. Este artigo propõe um sistema de recomendação de rotas turísticas, que visa auxiliar um viajante a encontrar pontos turísticos relevantes de acordo com suas preferências e interesses. Resumo Planejar uma viagem, seja como turista ou a trabalho, pode não ser uma tarefa simples. Comprar passagens, encontrar acomodações disponíveis, selecionar lugares para conhecer, todo esse processo pode ser muito exaustivo considerando a quantidade de plataformas online que oferecem serviços no âmbito turístico e a sobrecarga de informações em buscadores na Web. Sistemas de Recomendação entram nesse contexto, para filtrar as informações e sugerir dados relevantes para o usuário. Este artigo propõe um sistema de recomendação de rotas turísticas, que visa auxiliar um viajante a encontrar pontos turísticos relevantes de acordo com suas preferências e interesses. Abstract Planning a trip, whether as a tourist or work, may not be a simple task. Buying tickets, finding accommodations available, and selecting places to visit, this whole process can be very exhausting considering the number of online platforms that offer services in the tourist scope and also the overload of information in web search engines. Recommender Systems enter this context to filter information and suggest relevant data for the user. This article proposes a tourist route recommendation system that aims to help travelers find relevant tourist spots according to their preferences and interests. Resumo Planejar uma viagem, seja como turista ou a trabalho, pode não ser uma tarefa simples. Comprar passagens, encontrar acomodações disponíveis, selecionar lugares para conhecer, todo esse processo pode ser muito exaustivo considerando a quantidade de plataformas online que oferecem serviços no âmbito turístico e a sobrecarga de informações em buscadores na Web. Sistemas de Recomendação entram nesse contexto, para filtrar as informações e sugerir dados relevantes para o usuário. Este artigo propõe um sistema de recomendação de rotas turísticas, que visa auxiliar um viajante a encontrar pontos turísticos relevantes de acordo com suas preferências e interesses. |
| Author | Durão, Frederico Araújo Santos, Suzanne Loures |
| AuthorAffiliation | Universidade Federal da Bahia |
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| Author_xml | – sequence: 1 givenname: Suzanne Loures orcidid: 0000-0003-3251-4850 surname: Santos fullname: Santos, Suzanne Loures organization: Universidade Federal da Bahia, Brasil – sequence: 2 givenname: Frederico Araújo orcidid: 0000-0002-7766-6666 surname: Durão fullname: Durão, Frederico Araújo organization: Universidade Federal da Bahia, Brasil |
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| Keywords | Tourism Sistema de recomendação Turismo Pontos de interesse Recommender system Point of interest Route Rotas |
| Language | English Portuguese |
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| References | Moura Humberto (ref24) 2013 Lü LinYUAN (ref22) 2012; 519 Burke Robin (ref10) 2007 Bozo Jorge (ref6) 2016; 22 Bin Chenzhong (ref4) 2019; 78 Kurashima Takeshi (ref19) 2010 Vozalis M. G. (ref30) 2005 Choudhary BT (ref12) 2019; 9 Sebastia Laura (ref29) 2009; 18 Bedi Punam (ref3) 2014 RICCI Francesco (ref26) 2015 YUAN Xiaofeng (ref31) 2019; 163 Zhang Sheng (ref32) 2005 Barbosa Ramon Oliveira (ref2) 2022 Kemp Simon (ref18) 2021 RAPOSO Rui (ref25) 2012; 1 Buhalis Dimitrios (ref8) 2005; 30 Hang Lei (ref15) 2018; 6 Burke Robin (ref9) 2002; 12 Breese John S. (ref7) 1998 Hidaka Masato (ref16) 2020; 3 RICCI Francesco (ref27) 2010 Loh Stanley (ref20) 2003; 6 Mladenic Dunja (ref23) 1999; 14 Lops Pasquale (ref21) 2011 Adomavicius G. (ref1) 2005; 17 Cazella Sı́lvio César (ref11) 2010 Hootsuite We Are Social (ref17) 2021 Di Noia Tommaso (ref13) 2015 Borràs Joan (ref5) 2014; 41 Rocha Fernandes Anita Maria da (ref28) 2021; 7 Fararni Khalid Al (ref14) 2021; 4 Barbosa, Ramon Oliveira 2022 Hidaka, Masato 2020; 3 Hootsuite, We Are Social 2021 Bozo, Jorge 2016; 22 Loh, Stanley 2003; 6 Zhang, Sheng 2005 Borràs, Joan; Moreno, Antonio; Valls, Aida 2014; 41 Kemp, Simon 2021 Lü, LinYUAN 2012; 519 YUAN, Xiaofeng 2019; 163 Breese, John S.; Heckerman, David; Kadie, Carl 1998 Adomavicius, G.; Tuzhilin, A. 2005; 17 RICCI, Francesco; Rokach, Lior; Shapira, Bracha 2015 Burke, Robin 2002; 12 Di Noia, Tommaso; Ostuni, Vito Claudio; Faber, Wolfgang; Paschke, Adrian 2015 Fararni, Khalid Al 2021; 4 Hang, Lei 2018; 6 Rocha Fernandes, Anita Maria da; Freitas, Mauricio Pasetto de 2021; 7 Sebastia, Laura 2009; 18 RICCI, Francesco; Rokach, Lior; Shapira, Bracha; Kantor, Paul B. 2010 Bedi, Punam; Madaan, Aastha; Kikuchi, Shinji; Bhalla, Subhash 2014 Bin, Chenzhong 2019; 78 Buhalis, Dimitrios; O’Conor, Peter 2005; 30 Mladenic, Dunja 1999; 14 RAPOSO, Rui 2012; 1 Burke, Robin; Brusilovsky, Peter; Kobsa, Alfred; Nejdl, Wolfgang 2007 Moura, Humberto 2013 Choudhary, BT; Tulasi, B 2019; 9 Kurashima, Takeshi 2010 Lops, Pasquale; Gemmis, Marco de; Semeraro, Giovanni; RICCI, Francesco 2011 Cazella, Sı́lvio César; Nunes, MASN; Reategui, Eliseo 2010 Vozalis, M. G.; Margaritis, K. G. 2005 |
| References_xml | – start-page: 73 volume-title: Content-based Recommender Systems: State of the Art and Trends year: 2011 ident: ref21 doi: 10.1007/978-0-387-85820-3_3 contributor: fullname: Lops Pasquale – volume: 3 start-page: 212 issue: 2 year: 2020 ident: ref16 article-title: On-site trip planning support system based on dynamic information on tourism spots publication-title: Smart Cities doi: 10.3390/smartcities3020013 contributor: fullname: Hidaka Masato – volume: 6 start-page: 157 issue: 3 year: 2003 ident: ref20 article-title: A tourism recommender system based on collaboration and text analysis publication-title: Information Technology & Tourism doi: 10.3727/1098305031436980 contributor: fullname: Loh Stanley – volume: 7 start-page: 33752 issue: 4 year: 2021 ident: ref28 article-title: Sistema de recomendações turı́sticas utilizando raciocı́nio baseado em casos e geolocalização publication-title: Brazilian Journal of Development doi: 10.34117/bjdv7n4-027 contributor: fullname: Rocha Fernandes Anita Maria da – volume: 30 year: 2005 ident: ref8 article-title: Information communication technology revolutionizing tourism publication-title: Tourism recreation research contributor: fullname: Buhalis Dimitrios – start-page: 464 year: 2005 ident: ref30 contributor: fullname: Vozalis M. G. – year: 2022 ident: ref2 contributor: fullname: Barbosa Ramon Oliveira – volume: 12 start-page: 331 issue: 4 year: 2002 ident: ref9 article-title: Hybrid recommender systems: Survey and experiments publication-title: User Modeling and User-Adapted Interaction doi: 10.1023/A:1021240730564 contributor: fullname: Burke Robin – volume: 18 start-page: 717 issue: 05 year: 2009 ident: ref29 article-title: E-tourism: A tourist recommendation and planning application publication-title: International Journal on Artificial Intelligence Tools doi: 10.1142/S0218213009000378 contributor: fullname: Sebastia Laura – volume: 78 start-page: 35135 issue: 24 year: 2019 ident: ref4 article-title: A personalized POI route recommendation system based on heterogeneous tourism data and sequential pattern mining publication-title: Multimedia Tools and Applications doi: 10.1007/s11042-019-08096-w contributor: fullname: Bin Chenzhong – volume: 22 start-page: 197 issue: 2 year: 2016 ident: ref6 article-title: Metadata for recommending primary and secondary level learning resources publication-title: JUCS - Journal of Universal Computer Science contributor: fullname: Bozo Jorge – volume: 41 start-page: 7370 issue: 16 year: 2014 ident: ref5 article-title: Intelligent tourism recommender systems: A survey publication-title: Expert Systems with Applications doi: 10.1016/j.eswa.2014.06.007 contributor: fullname: Borràs Joan – start-page: 43 year: 1998 ident: ref7 article-title: Empirical Analysis of Predictive Algorithms for Collaborative Filtering publication-title: Morgan Kaufmann Publishers Inc. contributor: fullname: Breese John S. – start-page: 189 volume-title: MARST: Multi-Agent Recommender System for e-Tourism Using Reputation Based Collaborative Filtering year: 2014 ident: ref3 contributor: fullname: Bedi Punam – start-page: 377 volume-title: Hybrid Web Recommender Systems year: 2007 ident: ref10 doi: 10.1007/978-3-540-72079-9_12 contributor: fullname: Burke Robin – volume: 4 start-page: 47 issue: 1 year: 2021 ident: ref14 article-title: Hybrid recommender system for tourism based on big data and AI: A conceptual framework publication-title: Big Data Mining and Analytics doi: 10.26599/BDMA.2020.9020015 contributor: fullname: Fararni Khalid Al – start-page: 579 year: 2010 ident: ref19 contributor: fullname: Kurashima Takeshi – volume: 6 issue: 8 year: 2018 ident: ref15 article-title: Design and implementation of an optimal travel route recommender system on big data for tourists in jeju publication-title: Processes contributor: fullname: Hang Lei – volume: 14 start-page: 44 issue: 4 year: 1999 ident: ref23 article-title: Text-learning and related intelligent agents: A survey publication-title: IEEE Intelligent Systems doi: 10.1109/5254.784084 contributor: fullname: Mladenic Dunja – volume: 163 start-page: 485 year: 2019 ident: ref31 article-title: Singular value decomposition based recommendation using imputed data publication-title: Knowledge-Based Systems doi: 10.1016/j.knosys.2018.09.011 contributor: fullname: YUAN Xiaofeng – start-page: 257 year: 2005 ident: ref32 contributor: fullname: Zhang Sheng – start-page: 161 year: 2010 ident: ref11 article-title: A ciência da opinião: Estado da arte em sistemas de recomendação publication-title: André Ponce de Leon F. de Carvalho; Tomasz Kowaltowski..(Org.). Jornada de Atualização de Informática-JAI contributor: fullname: Cazella Sı́lvio César – volume: 9 start-page: 4460 issue: 5 year: 2019 ident: ref12 article-title: Recommender system for personalised travel itinerary publication-title: International Journal of Electrical and Computer Engineering contributor: fullname: Choudhary BT – year: 2021 ident: ref18 contributor: fullname: Kemp Simon – volume: 519 start-page: 1 issue: 1 year: 2012 ident: ref22 article-title: Recommender systems publication-title: Physics reports doi: 10.1016/j.physrep.2012.02.006 contributor: fullname: Lü LinYUAN – volume: 1 start-page: 351 issue: 17/18 year: 2012 ident: ref25 article-title: A abordagem do e-tourism como um ecossistema de inter-influências composto por rizomas de redes pessoais publication-title: Revista Turismo & Desenvolvimento contributor: fullname: RAPOSO Rui – start-page: 88 volume-title: Recommender Systems and Linked Open Data year: 2015 ident: ref13 contributor: fullname: Di Noia Tommaso – year: 2010 ident: ref27 contributor: fullname: RICCI Francesco – year: 2021 ident: ref17 article-title: Digital 2021: Global overview report publication-title: DataReportal–Global Digital Insights contributor: fullname: Hootsuite We Are Social – volume: 17 start-page: 734 issue: 6 year: 2005 ident: ref1 article-title: Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions publication-title: IEEE Transactions on Knowledge and Data Engineering doi: 10.1109/TKDE.2005.99 contributor: fullname: Adomavicius G. – start-page: 59 year: 2013 ident: ref24 contributor: fullname: Moura Humberto – start-page: 1 volume-title: Recommender systems: introduction and challenges year: 2015 ident: ref26 doi: 10.1007/978-1-4899-7637-6 contributor: fullname: RICCI Francesco – year: 2022 publication-title: Um sistema de recomendação de rotas turísticas baseado em conteúdo contributor: fullname: Barbosa, Ramon Oliveira – start-page: 1 year: 2015 end-page: 34 publication-title: RECOMMENDER systems handbook contributor: fullname: RICCI, Francesco; Rokach, Lior; Shapira, Bracha – start-page: 88 year: 2015 end-page: 113 publication-title: Reasoning Web. Web Logic Rules: 11th International Summer School 2015, Berlin, Germany, July 31-August 4, 2015, Tutorial Lectures contributor: fullname: Di Noia, Tommaso; Ostuni, Vito Claudio; Faber, Wolfgang; Paschke, Adrian – volume: 519 start-page: 1 issue: 1 year: 2012 end-page: 49 article-title: Recommender systems publication-title: Physics reports contributor: fullname: Lü, LinYUAN – start-page: 59 year: 2013 end-page: 66 publication-title: Developing a Ubiquitous Tourist Guide contributor: fullname: Moura, Humberto – volume: 7 start-page: 33752 issue: 4 year: 2021 end-page: 33780 article-title: Sistema de recomendações turı́sticas utilizando raciocı́nio baseado em casos e geolocalização publication-title: Brazilian Journal of Development contributor: fullname: Rocha Fernandes, Anita Maria da; Freitas, Mauricio Pasetto de – volume: 41 start-page: 7370 issue: 16 year: 2014 end-page: 7389 article-title: Intelligent tourism recommender systems: A survey publication-title: Expert Systems with Applications contributor: fullname: Borràs, Joan; Moreno, Antonio; Valls, Aida – volume: 163 start-page: 485 year: 2019 end-page: 494 article-title: Singular value decomposition based recommendation using imputed data publication-title: Knowledge-Based Systems contributor: fullname: YUAN, Xiaofeng – volume: 6 start-page: 157 issue: 3 year: 2003 end-page: 165 article-title: A tourism recommender system based on collaboration and text analysis publication-title: Information Technology & Tourism contributor: fullname: Loh, Stanley – start-page: 189 year: 2014 end-page: 201 publication-title: Databases in Networked Information Systems contributor: fullname: Bedi, Punam; Madaan, Aastha; Kikuchi, Shinji; Bhalla, Subhash – start-page: 464 year: 2005 end-page: 469 publication-title: Applying SVD on item-based filtering contributor: fullname: Vozalis, M. G.; Margaritis, K. G. – start-page: 377 year: 2007 end-page: 408 publication-title: The Adaptive Web: Methods and Strategies of Web Personalization contributor: fullname: Burke, Robin; Brusilovsky, Peter; Kobsa, Alfred; Nejdl, Wolfgang – start-page: 257 year: 2005 end-page: 264 publication-title: Using singular value decomposition approximation for collaborative filtering contributor: fullname: Zhang, Sheng – volume: 6 issue: 8 year: 2018 article-title: Design and implementation of an optimal travel route recommender system on big data for tourists in jeju publication-title: Processes contributor: fullname: Hang, Lei – volume: 30 year: 2005 article-title: Information communication technology revolutionizing tourism publication-title: Tourism recreation research contributor: fullname: Buhalis, Dimitrios; O’Conor, Peter – start-page: 43 year: 1998 end-page: 52 article-title: Empirical Analysis of Predictive Algorithms for Collaborative Filtering publication-title: Morgan Kaufmann Publishers Inc. contributor: fullname: Breese, John S.; Heckerman, David; Kadie, Carl – volume: 3 start-page: 212 issue: 2 year: 2020 end-page: 231 article-title: On-site trip planning support system based on dynamic information on tourism spots publication-title: Smart Cities contributor: fullname: Hidaka, Masato – volume: 9 start-page: 4460 issue: 5 year: 2019 end-page: 4465 article-title: Recommender system for personalised travel itinerary publication-title: International Journal of Electrical and Computer Engineering contributor: fullname: Choudhary, BT; Tulasi, B – volume: 14 start-page: 44 issue: 4 year: 1999 end-page: 54 article-title: Text-learning and related intelligent agents: A survey publication-title: IEEE Intelligent Systems contributor: fullname: Mladenic, Dunja – volume: 78 start-page: 35135 issue: 24 year: 2019 end-page: 35156 article-title: A personalized POI route recommendation system based on heterogeneous tourism data and sequential pattern mining publication-title: Multimedia Tools and Applications contributor: fullname: Bin, Chenzhong – start-page: 579 year: 2010 end-page: 588 publication-title: Travel Route Recommendation Using Geotags in Photo Sharing Sites contributor: fullname: Kurashima, Takeshi – start-page: 73 year: 2011 end-page: 105 publication-title: Recommender Systems Handbook contributor: fullname: Lops, Pasquale; Gemmis, Marco de; Semeraro, Giovanni; RICCI, Francesco – volume: 17 start-page: 734 issue: 6 year: 2005 end-page: 749 article-title: Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions publication-title: IEEE Transactions on Knowledge and Data Engineering contributor: fullname: Adomavicius, G.; Tuzhilin, A. – year: 2010 publication-title: Recommender Systems Handbook contributor: fullname: RICCI, Francesco; Rokach, Lior; Shapira, Bracha; Kantor, Paul B. – year: 2021 publication-title: Digital 2021: the latest insights into the ‘state of digital contributor: fullname: Kemp, Simon – start-page: 161 year: 2010 end-page: 216 article-title: A ciência da opinião: Estado da arte em sistemas de recomendação publication-title: André Ponce de Leon F. de Carvalho; Tomasz Kowaltowski..(Org.). Jornada de Atualização de Informática-JAI contributor: fullname: Cazella, Sı́lvio César; Nunes, MASN; Reategui, Eliseo – volume: 18 start-page: 717 issue: 05 year: 2009 end-page: 738 article-title: E-tourism: A tourist recommendation and planning application publication-title: International Journal on Artificial Intelligence Tools contributor: fullname: Sebastia, Laura – volume: 1 start-page: 351 issue: 17/18 year: 2012 end-page: 361 article-title: A abordagem do e-tourism como um ecossistema de inter-influências composto por rizomas de redes pessoais publication-title: Revista Turismo & Desenvolvimento contributor: fullname: RAPOSO, Rui – volume: 22 start-page: 197 issue: 2 year: 2016 end-page: 227 article-title: Metadata for recommending primary and secondary level learning resources publication-title: JUCS - Journal of Universal Computer Science contributor: fullname: Bozo, Jorge – volume: 4 start-page: 47 issue: 1 year: 2021 end-page: 55 article-title: Hybrid recommender system for tourism based on big data and AI: A conceptual framework publication-title: Big Data Mining and Analytics contributor: fullname: Fararni, Khalid Al – year: 2021 article-title: Digital 2021: Global overview report publication-title: DataReportal–Global Digital Insights contributor: fullname: Hootsuite, We Are Social – volume: 12 start-page: 331 issue: 4 year: 2002 end-page: 370 article-title: Hybrid recommender systems: Survey and experiments publication-title: User Modeling and User-Adapted Interaction contributor: fullname: Burke, Robin |
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| Snippet | Resumo Planejar uma viagem, seja como turista ou a trabalho, pode não ser uma tarefa simples. Comprar passagens, encontrar acomodações disponíveis, selecionar... Planejar uma viagem, seja como turista ou a trabalho, pode não ser uma tarefa simples. Comprar passagens, encontrar acomodações disponíveis, selecionar lugares... |
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| Title | Um sistema de recomendação de rotas turísticas baseado em filtragem colaborativa |
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