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Documento" ["nome_en"]=> string(16) "Document subtype" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(2) "44" ["id_subtipo"]=> string(2) "13" ["nome"]=> string(15) "Artigo Completo" ["nome_en"]=> string(10) "Full paper" } } } } [17]=> array(6) { ["Referencia"]=> array(20) { ["id"]=> string(5) "56174" ["titulo"]=> string(58) "A framework for teaching work integrated learning projects" ["resumo"]=> NULL ["data_submissao"]=> NULL ["data_aceitacao"]=> NULL ["data_publicacao"]=> string(10) "2022-10-31" ["nr_paginas"]=> NULL ["pagina_inicial"]=> NULL ["pagina_final"]=> NULL ["lingua"]=> string(2) "en" ["suporte_issn_essn"]=> string(0) "" ["suporte_isbn"]=> string(0) "" ["editora"]=> NULL ["editor"]=> NULL ["edicao"]=> NULL ["colecao"]=> NULL ["volume"]=> NULL ["fasciculo"]=> NULL ["local"]=> NULL ["suporte_nome"]=> string(40) "Times Higher Education Campus Newsletter" } ["Tipo"]=> array(2) { ["nome"]=> string(6) "Outros" ["nome_en"]=> string(5) "Other" } 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["id_subtipo"]=> string(2) "11" ["id_subtipo_opcao"]=> string(2) "36" } ["Subtipo"]=> array(5) { ["id"]=> string(2) "11" ["id_tipo"]=> string(1) "7" ["nome"]=> string(17) "Tipo de Documento" ["nome_en"]=> string(16) "Document subtype" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(2) "36" ["id_subtipo"]=> string(2) "11" ["nome"]=> string(41) "Publicações educacionais e pedagógicas" ["nome_en"]=> string(23) "Educational publication" } } } } [18]=> array(6) { ["Referencia"]=> array(20) { ["id"]=> string(5) "56182" ["titulo"]=> string(105) "Plant Science Data Integration, from Building Community Standards to Defining a Consistent Data Lifecycle" ["resumo"]=> NULL ["data_submissao"]=> NULL ["data_aceitacao"]=> NULL ["data_publicacao"]=> string(10) "2022-10-27" ["nr_paginas"]=> string(2) "12" ["pagina_inicial"]=> string(3) "149" ["pagina_final"]=> string(3) "160" ["lingua"]=> string(2) "en" ["suporte_issn_essn"]=> string(0) "" ["suporte_isbn"]=> string(0) "" ["editora"]=> string(33) "Springer International Publishing" ["editor"]=> string(30) "Williamson, H.F., Leonelli, S." ["edicao"]=> string(1) "1" ["colecao"]=> NULL ["volume"]=> NULL ["fasciculo"]=> NULL ["local"]=> NULL ["suporte_nome"]=> string(97) "Towards Responsible Plant Data Linkage: Data Challenges for Agricultural Research and Development" } ["Tipo"]=> array(2) { ["nome"]=> string(18) "Capítulo em Livro" ["nome_en"]=> string(13) "Book chapters" } ["ReferenciaAutores"]=> array(10) { [0]=> array(7) { ["id"]=> string(7) "5513891" ["id_referencia"]=> string(5) "56182" ["nome"]=> string(13) "Cyril Pommier" ["nr_doc_id"]=> string(0) "" ["ordem"]=> string(1) "0" ["id_contribution"]=> string(1) "1" ["username"]=> string(0) "" } [1]=> array(7) { ["id"]=> string(7) "5513892" ["id_referencia"]=> string(5) "56182" ["nome"]=> string(16) "Frederik Coppens" ["nr_doc_id"]=> string(0) "" ["ordem"]=> string(1) "1" ["id_contribution"]=> string(1) "1" ["username"]=> string(0) "" } [2]=> array(7) { ["id"]=> string(7) "5513893" ["id_referencia"]=> string(5) "56182" ["nome"]=> string(24) "Hanna Ćwiek-Kupczyńska" 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} [1]=> array(4) { ["id"]=> string(6) "105464" ["id_referencia"]=> string(5) "56182" ["tipo"]=> string(3) "URL" ["nome"]=> string(45) "http://dx.doi.org/10.1007/978-3-031-13276-6_8" } } ["ReferenciaIdentificadoresQualidade"]=> array(0) { } ["ReferenciaSubtipos"]=> array(1) { [0]=> array(3) { ["ReferenciaSubtipos"]=> array(4) { ["id"]=> string(6) "201127" ["id_referencia"]=> string(5) "56182" ["id_subtipo"]=> string(2) "15" ["id_subtipo_opcao"]=> string(2) "52" } ["Subtipo"]=> array(5) { ["id"]=> string(2) "15" ["id_tipo"]=> string(1) "6" ["nome"]=> string(7) "Âmbito" ["nome_en"]=> string(5) "Scope" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(2) "52" ["id_subtipo"]=> string(2) "15" ["nome"]=> string(13) "Internacional" ["nome_en"]=> string(13) "International" } } } } [19]=> array(6) { ["Referencia"]=> array(20) { ["id"]=> string(5) "55735" ["titulo"]=> string(63) "A geographical-aware state deployment service for Fog Computing" ["resumo"]=> NULL ["data_submissao"]=> string(10) "2022-03-14" ["data_aceitacao"]=> string(10) "2022-07-17" ["data_publicacao"]=> string(10) "2022-10-24" ["nr_paginas"]=> string(2) "17" ["pagina_inicial"]=> string(6) "109208" ["pagina_final"]=> NULL ["lingua"]=> string(2) "en" ["suporte_issn_essn"]=> string(9) "1389-1286" ["suporte_isbn"]=> string(0) "" ["editora"]=> string(11) "Elsevier BV" ["editor"]=> NULL ["edicao"]=> NULL ["colecao"]=> NULL ["volume"]=> string(3) "216" ["fasciculo"]=> NULL ["local"]=> NULL ["suporte_nome"]=> string(17) "Computer Networks" } ["Tipo"]=> array(2) { ["nome"]=> string(18) "Artigos em Revista" ["nome_en"]=> string(16) "Journal articles" } ["ReferenciaAutores"]=> array(2) { [0]=> array(6) { ["id"]=> string(7) "5005693" ["id_referencia"]=> string(5) "55735" ["nome"]=> string(10) "Diogo Lima" ["ordem"]=> string(1) "0" ["id_contribution"]=> string(1) "1" ["username"]=> string(7) "dmslima" } [1]=> array(6) { ["id"]=> string(7) "5005694" ["id_referencia"]=> string(5) "55735" ["nome"]=> string(12) "Hugo Miranda" ["ordem"]=> string(1) "1" ["id_contribution"]=> string(1) "1" ["username"]=> string(9) "hamiranda" } } ["ReferenciaIdentificadores"]=> array(2) { [0]=> array(4) { ["id"]=> string(6) "102346" ["id_referencia"]=> string(5) "55735" ["tipo"]=> string(3) "DOI" ["nome"]=> string(28) "10.1016/j.comnet.2022.109208" } [1]=> array(4) { ["id"]=> string(6) "102347" ["id_referencia"]=> string(5) "55735" ["tipo"]=> string(3) "URL" ["nome"]=> string(46) "http://dx.doi.org/10.1016/j.comnet.2022.109208" } } ["ReferenciaIdentificadoresQualidade"]=> array(2) { [0]=> array(8) { ["id"]=> string(6) "321293" ["id_referencia"]=> string(5) "55735" ["tipo"]=> string(7) "SCIMAGO" ["selo"]=> string(4) "2020" ["classificacao"]=> string(2) "Q1" ["indice"]=> string(5) "0.798" ["subarea_cientifica"]=> string(36) "Computer Networks and Communications" ["manual"]=> string(1) "0" } [1]=> array(8) { ["id"]=> string(6) "321294" ["id_referencia"]=> string(5) "55735" ["tipo"]=> string(7) 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"3" ["id_tipo"]=> string(1) "2" ["nome"]=> string(10) "Arbitragem" ["nome_en"]=> string(10) "Refereeing" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(1) "7" ["id_subtipo"]=> string(1) "3" ["nome"]=> string(3) "Sim" ["nome_en"]=> string(3) "Yes" } } [2]=> array(3) { ["ReferenciaSubtipos"]=> array(4) { ["id"]=> string(6) "196768" ["id_referencia"]=> string(5) "55735" ["id_subtipo"]=> string(2) "13" ["id_subtipo_opcao"]=> string(2) "44" } ["Subtipo"]=> array(5) { ["id"]=> string(2) "13" ["id_tipo"]=> string(1) "2" ["nome"]=> string(17) "Tipo de Documento" ["nome_en"]=> string(16) "Document subtype" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(2) "44" ["id_subtipo"]=> string(2) "13" ["nome"]=> string(15) "Artigo Completo" ["nome_en"]=> string(10) "Full paper" } } } } [20]=> array(6) { ["Referencia"]=> array(20) { ["id"]=> string(5) "56678" ["titulo"]=> string(53) "Authoring accessible media content on social networks" ["resumo"]=> NULL ["data_submissao"]=> NULL ["data_aceitacao"]=> NULL ["data_publicacao"]=> string(10) "2022-10-22" ["nr_paginas"]=> string(2) "11" ["pagina_inicial"]=> NULL ["pagina_final"]=> NULL ["lingua"]=> string(2) "en" ["suporte_issn_essn"]=> string(0) "" ["suporte_isbn"]=> string(0) "" ["editora"]=> string(3) "ACM" ["editor"]=> NULL ["edicao"]=> NULL ["colecao"]=> NULL ["volume"]=> NULL ["fasciculo"]=> NULL ["local"]=> string(13) "Athens Greece" ["suporte_nome"]=> string(78) "The 24th International ACM SIGACCESS Conference on Computers and Accessibility" } ["Tipo"]=> array(2) { ["nome"]=> string(23) "Artigos em Conferência" ["nome_en"]=> string(17) "Conference papers" } ["ReferenciaAutores"]=> array(6) { [0]=> array(6) { ["id"]=> string(7) "5514607" ["id_referencia"]=> string(5) "56678" ["nome"]=> string(23) "Letícia Seixas Pereira" ["ordem"]=> string(1) "0" ["id_contribution"]=> string(1) "1" ["username"]=> string(9) "lspereira" } [1]=> array(6) { ["id"]=> string(7) "5514608" ["id_referencia"]=> string(5) "56678" ["nome"]=> string(12) "José Coelho" ["ordem"]=> string(1) "1" ["id_contribution"]=> string(1) "1" ["username"]=> string(9) "jrocoelho" } [2]=> array(6) { ["id"]=> string(7) "5514609" ["id_referencia"]=> string(5) "56678" ["nome"]=> string(16) "André Rodrigues" ["ordem"]=> string(1) "2" ["id_contribution"]=> string(1) "1" ["username"]=> string(11) "afrodrigues" } [3]=> array(6) { ["id"]=> string(7) "5514610" ["id_referencia"]=> string(5) "56678" ["nome"]=> string(15) "João Guerreiro" ["ordem"]=> string(1) "3" ["id_contribution"]=> string(1) "1" ["username"]=> string(11) "jpguerreiro" } [4]=> array(6) { ["id"]=> string(7) "5514611" ["id_referencia"]=> string(5) "56678" ["nome"]=> string(15) "Tiago Guerreiro" ["ordem"]=> string(1) "4" ["id_contribution"]=> string(1) "1" ["username"]=> string(11) "tjguerreiro" } [5]=> array(6) { ["id"]=> string(7) "5514612" ["id_referencia"]=> string(5) "56678" ["nome"]=> string(13) "Carlos Duarte" ["ordem"]=> string(1) "5" ["id_contribution"]=> string(1) "1" ["username"]=> string(8) "caduarte" } } ["ReferenciaIdentificadores"]=> array(2) { [0]=> array(4) { ["id"]=> string(6) "105718" ["id_referencia"]=> string(5) "56678" ["tipo"]=> string(3) "DOI" ["nome"]=> string(23) "10.1145/3517428.3544882" } [1]=> array(4) { ["id"]=> string(6) "105719" ["id_referencia"]=> string(5) "56678" ["tipo"]=> string(3) "URL" ["nome"]=> string(41) "http://dx.doi.org/10.1145/3517428.3544882" } } ["ReferenciaIdentificadoresQualidade"]=> array(2) { [0]=> array(8) { ["id"]=> string(6) "322369" ["id_referencia"]=> string(5) "56678" ["tipo"]=> string(6) "GOOGLE" ["selo"]=> string(4) "2021" ["classificacao"]=> string(1) "A" ["indice"]=> string(0) "" ["subarea_cientifica"]=> string(0) "" ["manual"]=> string(1) "1" } [1]=> array(8) { ["id"]=> string(6) "322370" ["id_referencia"]=> string(5) "56678" ["tipo"]=> string(4) "CORE" ["selo"]=> string(4) "2022" ["classificacao"]=> string(1) "A" ["indice"]=> string(0) "" ["subarea_cientifica"]=> string(0) "" ["manual"]=> string(1) "1" } } ["ReferenciaSubtipos"]=> array(3) { [0]=> array(3) { ["ReferenciaSubtipos"]=> array(4) { ["id"]=> string(6) "201443" ["id_referencia"]=> string(5) "56678" ["id_subtipo"]=> string(1) "5" ["id_subtipo_opcao"]=> string(2) "11" } ["Subtipo"]=> array(5) { ["id"]=> string(1) "5" ["id_tipo"]=> string(1) "3" ["nome"]=> string(7) "Âmbito" ["nome_en"]=> string(5) "Scope" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(2) "11" ["id_subtipo"]=> string(1) "5" ["nome"]=> string(13) "Internacional" ["nome_en"]=> string(13) "International" } } [1]=> array(3) { ["ReferenciaSubtipos"]=> array(4) { ["id"]=> string(6) "201444" ["id_referencia"]=> string(5) "56678" ["id_subtipo"]=> string(1) "6" ["id_subtipo_opcao"]=> string(2) "13" } ["Subtipo"]=> array(5) { ["id"]=> string(1) "6" ["id_tipo"]=> string(1) "3" ["nome"]=> string(10) "Arbitragem" ["nome_en"]=> string(10) "Refereeing" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(2) "13" ["id_subtipo"]=> string(1) "6" ["nome"]=> string(3) "Sim" ["nome_en"]=> string(3) "Yes" } } [2]=> array(3) { ["ReferenciaSubtipos"]=> array(4) { ["id"]=> string(6) "201442" ["id_referencia"]=> string(5) "56678" ["id_subtipo"]=> string(2) "12" ["id_subtipo_opcao"]=> string(2) "43" } ["Subtipo"]=> array(5) { ["id"]=> string(2) "12" ["id_tipo"]=> string(1) "3" ["nome"]=> string(17) "Tipo de Documento" ["nome_en"]=> string(16) "Document subtype" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(2) "43" ["id_subtipo"]=> string(2) "12" ["nome"]=> string(15) "Artigo Completo" ["nome_en"]=> string(10) "Full paper" } } } } [21]=> array(6) { ["Referencia"]=> array(20) { ["id"]=> string(5) "56829" ["titulo"]=> string(110) "A User-Centered Study to Identify Caregivers’ Needs for Assistive Technology to Support Reminiscence Therapy" ["resumo"]=> string(2918) "\nTitle: A User-Centered Study to Identify Caregivers’ Needs for Assistive Technology to Support Reminiscence Therapy\nAuthors: Soraia M. Alarcão - LASIGE, Faculdade de Ciências, Universidade de Lisboa, Portugal; André Santana - LASIGE, Faculdade de Ciências, Universidade de Lisboa, Portugal, Portugal; Bruna Vieites - LASIGE, Faculdade de Ciências, Universidade de Lisboa, Portugal, Portugal; Pedro Neves - LASIGE, Faculdade de Ciências, Universidade de Lisboa, Portugal, Portugal; Raúl Alves - LASIGE, Faculdade de Ciências, Universidade de Lisboa, Portugal, Portugal; Carolina Maruta - Laboratório de Estudos de Linguagem, Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Portugal, Portugal; Manuel J. Fonseca - LASIGE, Faculdade de Ciências, Universidade de Lisboa, Portugal, Portugal\nSession: POS1 Poster presentations - Constanta, 17/10/2022, 15:00 - 17:00\nBackground: Reminiscence therapy can create engaging communication between people with dementia (PwD) and the rest of the world by using the preserved abilities of long-term memory rather than emphasizing the existing impairments. Caregivers are one of the main pillars in the adoption of digital technologies, as they are responsible for its administration. Despite their comprehensive understanding of the needs and difficulties associated with the therapy, their perspective has not been fully taken into account in the development of existing technological solutions.\n\nMethod: To inform the design of novel assistive technological solutions focused on the real needs of caregivers, we followed a user-centered design through worldwide web-based surveys, follow-up interviews, and focus groups. A mixed deductive and inductive thematic analysis was used.\n\nResults: A total of 713 informal and 63 formal caregivers participated. Our findings reveal that caregivers need mechanisms to reduce their workload in managing all the tasks involved in the therapy (e.g., creating the sessions, gathering feedback after each session for further consultation, etc). They also want to be able to easily include emotions in the loop during therapy to personalize and diversify sessions over time (e.g., automatically identifying negative emotional reactions to a given stimuli). Such findings were translated into a list of 12 functional requirements for both formal and informal caregivers. With the fulfillment of the identified requirements, we foresee the following outcomes: improvement of the PwD cognitive function, reduction of caregivers’ stress and work, reduction of the PwD behavioral symptoms, and improvement of the relationship between the PwD and caregivers.\n\nConclusions: Results indicate the importance of having assistive technologies that aid caregivers to prepare, personalize, diversify, and conduct reminiscence therapy sessions." ["data_submissao"]=> NULL ["data_aceitacao"]=> NULL ["data_publicacao"]=> string(10) "2022-10-17" ["nr_paginas"]=> NULL ["pagina_inicial"]=> NULL ["pagina_final"]=> NULL ["lingua"]=> string(2) "en" ["suporte_issn_essn"]=> string(0) "" ["suporte_isbn"]=> string(0) "" ["editora"]=> string(16) "Alzheimer Europe" ["editor"]=> NULL ["edicao"]=> NULL ["colecao"]=> NULL ["volume"]=> NULL ["fasciculo"]=> NULL ["local"]=> NULL ["suporte_nome"]=> string(32) "32th Alzheimer Europe conference" } ["Tipo"]=> array(2) { ["nome"]=> string(23) "Artigos em Conferência" ["nome_en"]=> string(17) "Conference papers" } ["ReferenciaAutores"]=> array(7) { [0]=> array(6) { ["id"]=> string(7) "5514791" ["id_referencia"]=> string(5) "56829" ["nome"]=> string(18) "Soraia M. 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Several technological solutions have been created to help delivering a more vivid and engaging reminiscence activity for all participants. However, they do not aid caregivers to manage the multiple tasks required for preparing and conducting sessions.\n\nMethod: A user-centered design with iterative prototyping was conducted through two rounds of semi-structured interviews, and focus groups. At each step, the KeepsakeBox prototype was evaluated (with caregivers), and improved based on the suggestions made. At the end of each interview and focus group, participants filled the System Usability Scale (SUS) and Technology Acceptance Model (TAM) questionnaires to report their satisfaction with the KeepsakeBox.\n\nResults: Our preliminary evaluation with 2 informal and 18 formal caregivers showed promising results. We achieved an average SUS score of 85 (grade A+), suggesting caregivers found KeepsakeBox easy to use and learn, and would recommend it to other caregivers. The TAM results suggest that caregivers think the KeepsakeBox would help them to manage and conduct reminiscence therapy more easily (score of 28.2). All the functionalities presented regarding the management of multiple PwD, upload of images to be used as stimuli, and communication with other caregivers were very well received, and its overall design was very complimented.\n\nConclusions: KeepsakeBox was designed taking into consideration the real needs of the caregivers to prepare, conduct, and consult sessions. The discussion with caregivers about how therapy sessions should be created in the KeepsakeBox, and which information should be collected after each session was very enlightening, and will guide the development of those functionalities." 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["SubtipoOpcoes"]=> array(4) { ["id"]=> string(2) "13" ["id_subtipo"]=> string(1) "6" ["nome"]=> string(3) "Sim" ["nome_en"]=> string(3) "Yes" } } [2]=> array(3) { ["ReferenciaSubtipos"]=> array(4) { ["id"]=> string(6) "201234" ["id_referencia"]=> string(5) "56772" ["id_subtipo"]=> string(2) "12" ["id_subtipo_opcao"]=> string(2) "43" } ["Subtipo"]=> array(5) { ["id"]=> string(2) "12" ["id_tipo"]=> string(1) "3" ["nome"]=> string(17) "Tipo de Documento" ["nome_en"]=> string(16) "Document subtype" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(2) "43" ["id_subtipo"]=> string(2) "12" ["nome"]=> string(15) "Artigo Completo" ["nome_en"]=> string(10) "Full paper" } } } } [24]=> array(6) { ["Referencia"]=> array(20) { ["id"]=> string(5) "56838" ["titulo"]=> string(67) "Bibliometric Analysis on Cyber-Attacks in Naval Sensors and Systems" ["resumo"]=> NULL ["data_submissao"]=> NULL ["data_aceitacao"]=> NULL ["data_publicacao"]=> string(10) "2022-10-03" 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string(29) "Raphael Carlos Santos Machado" ["nr_doc_id"]=> string(0) "" ["ordem"]=> string(1) "1" ["id_contribution"]=> string(1) "1" ["username"]=> string(0) "" } [2]=> array(6) { ["id"]=> string(7) "5514869" ["id_referencia"]=> string(5) "56838" ["nome"]=> string(19) "Alan Oliveira de Sa" ["ordem"]=> string(1) "2" ["id_contribution"]=> string(1) "1" ["username"]=> string(5) "aodsa" } [3]=> array(7) { ["id"]=> string(7) "5514870" ["id_referencia"]=> string(5) "56838" ["nome"]=> string(30) "Carlos Rafael Barros de Toledo" ["nr_doc_id"]=> string(0) "" ["ordem"]=> string(1) "3" ["id_contribution"]=> string(1) "1" ["username"]=> string(0) "" } } ["ReferenciaIdentificadores"]=> array(2) { [0]=> array(4) { ["id"]=> string(6) "105798" ["id_referencia"]=> string(5) "56838" ["tipo"]=> string(3) "DOI" ["nome"]=> string(34) "10.1109/metrosea55331.2022.9950939" } [1]=> array(4) { ["id"]=> string(6) "105799" ["id_referencia"]=> string(5) "56838" ["tipo"]=> string(3) "URL" ["nome"]=> string(52) "http://dx.doi.org/10.1109/metrosea55331.2022.9950939" } } ["ReferenciaIdentificadoresQualidade"]=> array(0) { } ["ReferenciaSubtipos"]=> array(1) { [0]=> array(3) { ["ReferenciaSubtipos"]=> array(4) { ["id"]=> string(6) "201576" ["id_referencia"]=> string(5) "56838" ["id_subtipo"]=> string(2) "12" ["id_subtipo_opcao"]=> string(2) "42" } ["Subtipo"]=> array(5) { ["id"]=> string(2) "12" ["id_tipo"]=> string(1) "3" ["nome"]=> string(17) "Tipo de Documento" ["nome_en"]=> string(16) "Document subtype" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(2) "42" ["id_subtipo"]=> string(2) "12" ["nome"]=> string(16) "Resumo Extendido" ["nome_en"]=> string(29) "Extended abstract/Short paper" } } } } [25]=> array(6) { ["Referencia"]=> array(20) { ["id"]=> string(5) "56830" ["titulo"]=> string(87) "IoTMapper: A Metrics Aggregation System Architecture in Support of Smart City Solutions" ["resumo"]=> string(1493) "Smart cities are, nowadays, an unavoidable and growing reality, supported on software platforms that support city management, through the processing and presentation of a large number of data, obtained from sensors used throughout the cities. Low-power wide area networks (LPWAN) leverage the sensorization process; however, urban landscape, in turn, induces a high probability of change in the propagation conditions of the LPWAN network, thus requiring active monitoring solutions for assessing the city LPWAN network condition. Currently existing solutions usually consider the existence of only one type of LPWAN network to be monitored. In this paper, an architecture for aggregation of metrics from heterogeneous LPWAN networks is presented. The architecture, named IoTMapper, combines purpose build components with existing components from the FIWARE and Apache Kafka ecosystems. Implementation details for the LPWAN networks are abstracted by adapters so that new networks may be easily added. The validation was carried out using real data collected for long-range wide-area network (LoRaWAN) in Lisbon, and a simulated data set extrapolated from the collected data. The results indicate that the presented architecture is a viable solution for metrics aggregation that may be expanded to support multiple networks. However, some of the considered FIWARE components present performance bottlenecks that may hinder the scaling of the architecture while processing new message arrivals." 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O ritmo binário alcançado com a utilização de VPN é bastante importante na medição do desempenho das mesmas, mas não é o único critério que deve ter sido em conta. Em ambientes computacionais mais limitados ou que devem atender ao tratamento de dados de natureza crítica, a utilização de CPU é um fator de elevada importância, bem como a latência.\nNeste trabalho pretende-se avaliar o ritmo binário alcançado, latência, utilização de CPU e perda de pacotes para as diversas cifras suportadas pela OpenVPN, Wireguard e IPsec (strongSwan), utilizando o sistema operativo Linux. Vão ser testadas num ambiente com suporte a aceleração de hardware (AES-NI), com ligações de 1 Gbps e apenas as cifras recomendadas para cada VPN serão tidas em conta." 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While proposed schemes have been able to provide high detection accuracies, they do not adequately handle the changes in network traffic behavior as time passes. Researchers often assume that model updates can be performed periodically as needed, although this is not easily feasible in real-world scenarios. This paper proposes a new intrusion detection model based on a reinforcement learning approach that aims to support extended periods without model updates. The proposal is divided into two strategies. First, it applies machine learning scheme as a reinforcement learning task to long-term learning -maintaining high reliability and high classification accuracies over time. Second, model updates are performed using a transfer learning technique coped with a sliding window mechanism that significantly decreases the need for computational resources and human intervention. Experiments performed using a new dataset spanning 8TB of data and four years of real network traffic indicate that current approaches in the literature cannot handle the evolving behavior of network traffic. Nevertheless, the proposed technique without periodic model updates achieves similar accuracy rates to traditional detection schemes implemented with semestral updates. In the case of performing periodic updates on our proposed model, it decreases the false positives up to 8%, false negatives up to 34%, with an accuracy variation up to only 6%, while demanding only seven days of training data and almost five times fewer computational resources when compared to traditional approaches." 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["id"]=> string(5) "53778" ["titulo"]=> string(78) "Empatia em Agentes Artificiais: Proposta de um Novo Instrumento de Avaliação" ["resumo"]=> NULL ["data_submissao"]=> NULL ["data_aceitacao"]=> NULL ["data_publicacao"]=> string(10) "2021-11-23" ["nr_paginas"]=> NULL ["pagina_inicial"]=> NULL ["pagina_final"]=> NULL ["lingua"]=> string(2) "pt" ["suporte_issn_essn"]=> string(0) "" ["suporte_isbn"]=> string(0) "" ["editora"]=> NULL ["editor"]=> NULL ["edicao"]=> NULL ["colecao"]=> NULL ["volume"]=> NULL ["fasciculo"]=> NULL ["local"]=> NULL ["suporte_nome"]=> NULL } ["Tipo"]=> array(2) { ["nome"]=> string(22) "Documentos Académicos" ["nome_en"]=> string(18) "Academic documents" } ["ReferenciaAutores"]=> array(1) { [0]=> array(7) { ["id"]=> string(7) "2677335" ["id_referencia"]=> string(5) "53778" ["nome"]=> string(20) "Beatriz Maciel Abath" ["nr_doc_id"]=> string(0) "" ["ordem"]=> string(1) "0" ["id_contribution"]=> string(1) "1" ["username"]=> string(0) "" } } 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array(2) { ["nome"]=> string(22) "Documentos Académicos" ["nome_en"]=> string(18) "Academic documents" } ["ReferenciaAutores"]=> array(1) { [0]=> array(6) { ["id"]=> string(7) "5443951" ["id_referencia"]=> string(5) "53458" ["nome"]=> string(19) "Diana Paiva Marques" ["ordem"]=> string(1) "0" ["id_contribution"]=> string(1) "1" ["username"]=> string(9) "dpmarques" } } ["ReferenciaIdentificadores"]=> array(1) { [0]=> array(4) { ["id"]=> string(6) "103333" ["id_referencia"]=> string(5) "53458" ["tipo"]=> string(3) "URL" ["nome"]=> string(33) "http://hdl.handle.net/10451/51689" } } ["ReferenciaIdentificadoresQualidade"]=> array(0) { } ["ReferenciaSubtipos"]=> array(1) { [0]=> array(3) { ["ReferenciaSubtipos"]=> array(4) { ["id"]=> string(6) "198575" ["id_referencia"]=> string(5) "53458" ["id_subtipo"]=> string(1) "1" ["id_subtipo_opcao"]=> string(1) "2" } ["Subtipo"]=> array(5) { ["id"]=> string(1) "1" ["id_tipo"]=> string(1) "1" ["nome"]=> string(17) "Tipo de Documento" ["nome_en"]=> 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"https://repositorio.ul.pt/handle/10451/51327" } } ["ReferenciaIdentificadoresQualidade"]=> array(0) { } ["ReferenciaSubtipos"]=> array(1) { [0]=> array(3) { ["ReferenciaSubtipos"]=> array(4) { ["id"]=> string(6) "179802" ["id_referencia"]=> string(5) "53457" ["id_subtipo"]=> string(1) "1" ["id_subtipo_opcao"]=> string(1) "2" } ["Subtipo"]=> array(5) { ["id"]=> string(1) "1" ["id_tipo"]=> string(1) "1" ["nome"]=> string(17) "Tipo de Documento" ["nome_en"]=> string(16) "Document subtype" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(1) "2" ["id_subtipo"]=> string(1) "1" ["nome"]=> string(25) "Dissertação de Mestrado" ["nome_en"]=> string(21) "Master's dissertation" } } } ["ReferenciaOrientadores"]=> array(1) { [0]=> array(6) { ["id"]=> string(7) "2623181" ["id_referencia"]=> string(5) "53457" ["nome"]=> string(27) "Nuno Ricardo da Cruz Garcia" ["ordem"]=> string(1) "1" ["id_contribution"]=> string(1) "3" ["username"]=> string(8) "nrgarcia" } } } [198]=> array(6) { ["Referencia"]=> array(20) { ["id"]=> string(5) "53123" ["titulo"]=> string(95) "Hybrid scatter and ant search feature subset selection: applications in classification problems" ["resumo"]=> NULL ["data_submissao"]=> NULL ["data_aceitacao"]=> NULL ["data_publicacao"]=> string(10) "2021-11-15" ["nr_paginas"]=> NULL ["pagina_inicial"]=> NULL ["pagina_final"]=> NULL ["lingua"]=> string(2) "en" ["suporte_issn_essn"]=> string(0) "" ["suporte_isbn"]=> string(0) "" ["editora"]=> string(4) "IEEE" ["editor"]=> NULL ["edicao"]=> NULL ["colecao"]=> NULL ["volume"]=> NULL ["fasciculo"]=> NULL ["local"]=> string(14) "Tartu, Estonia" ["suporte_nome"]=> string(102) "2021 Second International Conference on Intelligent Data Science Technologies and Applications (IDSTA)" } ["Tipo"]=> array(2) { ["nome"]=> string(23) "Artigos em Conferência" ["nome_en"]=> string(17) "Conference papers" } ["ReferenciaAutores"]=> array(3) { [0]=> array(7) { ["id"]=> string(7) "2599071" ["id_referencia"]=> string(5) "53123" ["nome"]=> string(29) "Antonio J. Tallon-Ballesteros" ["nr_doc_id"]=> string(0) "" ["ordem"]=> string(1) "0" ["id_contribution"]=> string(1) "1" ["username"]=> string(0) "" } [1]=> array(6) { ["id"]=> string(7) "2599072" ["id_referencia"]=> string(5) "53123" ["nome"]=> string(12) "Luis Correia" ["ordem"]=> string(1) "1" ["id_contribution"]=> string(1) "1" ["username"]=> string(9) "lmcorreia" } [2]=> array(7) { ["id"]=> string(7) "2599073" ["id_referencia"]=> string(5) "53123" ["nome"]=> string(10) "Simon Fong" ["nr_doc_id"]=> string(0) "" ["ordem"]=> string(1) "2" ["id_contribution"]=> string(1) "1" ["username"]=> string(0) "" } } ["ReferenciaIdentificadores"]=> array(2) { [0]=> array(4) { ["id"]=> string(5) "86193" ["id_referencia"]=> string(5) "53123" ["tipo"]=> string(3) "DOI" ["nome"]=> string(31) "10.1109/idsta53674.2021.9660823" } [1]=> array(4) { ["id"]=> string(5) "86194" ["id_referencia"]=> string(5) "53123" ["tipo"]=> string(3) "URL" ["nome"]=> string(49) "http://dx.doi.org/10.1109/idsta53674.2021.9660823" } } ["ReferenciaIdentificadoresQualidade"]=> array(0) { } ["ReferenciaSubtipos"]=> array(2) { [0]=> array(3) { ["ReferenciaSubtipos"]=> array(4) { ["id"]=> string(6) "172182" ["id_referencia"]=> string(5) "53123" ["id_subtipo"]=> string(1) "5" ["id_subtipo_opcao"]=> string(2) "11" } ["Subtipo"]=> array(5) { ["id"]=> string(1) "5" ["id_tipo"]=> string(1) "3" ["nome"]=> string(7) "Âmbito" ["nome_en"]=> string(5) "Scope" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(2) "11" ["id_subtipo"]=> string(1) "5" ["nome"]=> string(13) "Internacional" ["nome_en"]=> string(13) "International" } } [1]=> array(3) { ["ReferenciaSubtipos"]=> array(4) { ["id"]=> string(6) "172181" ["id_referencia"]=> string(5) "53123" ["id_subtipo"]=> string(2) "12" ["id_subtipo_opcao"]=> string(2) "43" } ["Subtipo"]=> array(5) { ["id"]=> string(2) "12" ["id_tipo"]=> string(1) "3" ["nome"]=> string(17) "Tipo de Documento" ["nome_en"]=> string(16) "Document subtype" ["unico"]=> string(1) "1" } ["SubtipoOpcoes"]=> array(4) { ["id"]=> string(2) "43" ["id_subtipo"]=> string(2) "12" ["nome"]=> string(15) "Artigo Completo" ["nome_en"]=> string(10) "Full paper" } } } } [199]=> array(6) { ["Referencia"]=> array(20) { ["id"]=> string(5) "53065" ["titulo"]=> string(67) "CyFi-MAP: an interactive pathway-based resource for cystic fibrosis" ["resumo"]=> string(1151) "Cystic fibrosis (CF) is a life-threatening autosomal recessive disease caused by more than 2100 mutations in the CF transmembrane conductance regulator (CFTR) gene, generating variability in disease severity among individuals with CF sharing the same CFTR genotype. Systems biology can assist in the collection and visualization of CF data to extract additional biological significance and find novel therapeutic targets. Here, we present the CyFi-MAP—a disease map repository of CFTR molecular mechanisms and pathways involved in CF. Specifically, we represented the wild-type (wt-CFTR) and the F508del associated processes (F508del-CFTR) in separate submaps, with pathways related to protein biosynthesis, endoplasmic reticulum retention, export, activation/inactivation of channel function, and recycling/degradation after endocytosis. CyFi-MAP is an open-access resource with specific, curated and continuously updated information on CFTR-related pathways available online at https://cysticfibrosismap.github.io/. This tool was developed as a reference CF pathway data repository to be continuously updated and used worldwide in CF research." 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