What to See in a Scientific Event? A Social Recommendation Model of Technical Sessions

Bibliographic Details
Main Author: Tramontin A.*
Publication Date: 2020
Other Authors: Pereira R., Gasparini, Isabela
Format: Conference object
Language: eng
Source: Repositório Institucional da Udesc
dARK ID: ark:/33523/001300000mv94
Download full: https://repositorio.udesc.br/handle/UDESC/4982
Summary: © 2020, Springer Nature Switzerland AG.Scientific/Academic events promote the meeting of researchers for the dissemination of their work to a scientific community. These events are dynamic, where several sessions can happen simultaneously and participants may have difficulty choosing which sessions to attend. Recommender Systems can support participants in this choice by offering recommendations based on information from sessions, participants’ profile and social relationships. This paper presents a Social Recommendation Model of Technical Sessions for Scientific Events. The model was partially implemented and was applied on the IHC 2017 and IHC 2018 events, considering co-authoring relationships. The application of the model was evaluated via a questionnaire and triangulated through captured usage data, where users provided their perceptions about the utility of coauthoring network to recommend sessions. Results suggest the model is promising and capable of supporting the implementation of relevant social recommendation mechanisms.
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spelling What to See in a Scientific Event? A Social Recommendation Model of Technical Sessions© 2020, Springer Nature Switzerland AG.Scientific/Academic events promote the meeting of researchers for the dissemination of their work to a scientific community. These events are dynamic, where several sessions can happen simultaneously and participants may have difficulty choosing which sessions to attend. Recommender Systems can support participants in this choice by offering recommendations based on information from sessions, participants’ profile and social relationships. This paper presents a Social Recommendation Model of Technical Sessions for Scientific Events. The model was partially implemented and was applied on the IHC 2017 and IHC 2018 events, considering co-authoring relationships. The application of the model was evaluated via a questionnaire and triangulated through captured usage data, where users provided their perceptions about the utility of coauthoring network to recommend sessions. Results suggest the model is promising and capable of supporting the implementation of relevant social recommendation mechanisms.2024-12-06T12:11:38Z2020info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjectp. 99 - 1191865-093710.1007/978-3-030-46130-0_6https://repositorio.udesc.br/handle/UDESC/4982ark:/33523/001300000mv94Communications in Computer and Information Science1081 CCISTramontin A.*Pereira R.Gasparini, Isabelaengreponame:Repositório Institucional da Udescinstname:Universidade do Estado de Santa Catarina (UDESC)instacron:UDESCinfo:eu-repo/semantics/openAccess2024-12-07T20:46:15Zoai:repositorio.udesc.br:UDESC/4982Biblioteca Digital de Teses e Dissertaçõeshttps://pergamumweb.udesc.br/biblioteca/index.phpPRIhttps://repositorio-api.udesc.br/server/oai/requestri@udesc.bropendoar:63912024-12-07T20:46:15Repositório Institucional da Udesc - Universidade do Estado de Santa Catarina (UDESC)false
dc.title.none.fl_str_mv What to See in a Scientific Event? A Social Recommendation Model of Technical Sessions
title What to See in a Scientific Event? A Social Recommendation Model of Technical Sessions
spellingShingle What to See in a Scientific Event? A Social Recommendation Model of Technical Sessions
Tramontin A.*
title_short What to See in a Scientific Event? A Social Recommendation Model of Technical Sessions
title_full What to See in a Scientific Event? A Social Recommendation Model of Technical Sessions
title_fullStr What to See in a Scientific Event? A Social Recommendation Model of Technical Sessions
title_full_unstemmed What to See in a Scientific Event? A Social Recommendation Model of Technical Sessions
title_sort What to See in a Scientific Event? A Social Recommendation Model of Technical Sessions
author Tramontin A.*
author_facet Tramontin A.*
Pereira R.
Gasparini, Isabela
author_role author
author2 Pereira R.
Gasparini, Isabela
author2_role author
author
dc.contributor.author.fl_str_mv Tramontin A.*
Pereira R.
Gasparini, Isabela
description © 2020, Springer Nature Switzerland AG.Scientific/Academic events promote the meeting of researchers for the dissemination of their work to a scientific community. These events are dynamic, where several sessions can happen simultaneously and participants may have difficulty choosing which sessions to attend. Recommender Systems can support participants in this choice by offering recommendations based on information from sessions, participants’ profile and social relationships. This paper presents a Social Recommendation Model of Technical Sessions for Scientific Events. The model was partially implemented and was applied on the IHC 2017 and IHC 2018 events, considering co-authoring relationships. The application of the model was evaluated via a questionnaire and triangulated through captured usage data, where users provided their perceptions about the utility of coauthoring network to recommend sessions. Results suggest the model is promising and capable of supporting the implementation of relevant social recommendation mechanisms.
publishDate 2020
dc.date.none.fl_str_mv 2020
2024-12-06T12:11:38Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv 1865-0937
10.1007/978-3-030-46130-0_6
https://repositorio.udesc.br/handle/UDESC/4982
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dc.relation.none.fl_str_mv Communications in Computer and Information Science
1081 CCIS
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dc.format.none.fl_str_mv p. 99 - 119
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