39 research outputs found

    Algorithms in E-recruitment Systems

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    CHORUS Deliverable 2.2: Second report - identification of multi-disciplinary key issues for gap analysis toward EU multimedia search engines roadmap

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    After addressing the state-of-the-art during the first year of Chorus and establishing the existing landscape in multimedia search engines, we have identified and analyzed gaps within European research effort during our second year. In this period we focused on three directions, notably technological issues, user-centred issues and use-cases and socio- economic and legal aspects. These were assessed by two central studies: firstly, a concerted vision of functional breakdown of generic multimedia search engine, and secondly, a representative use-cases descriptions with the related discussion on requirement for technological challenges. Both studies have been carried out in cooperation and consultation with the community at large through EC concertation meetings (multimedia search engines cluster), several meetings with our Think-Tank, presentations in international conferences, and surveys addressed to EU projects coordinators as well as National initiatives coordinators. Based on the obtained feedback we identified two types of gaps, namely core technological gaps that involve research challenges, and “enablers”, which are not necessarily technical research challenges, but have impact on innovation progress. New socio-economic trends are presented as well as emerging legal challenges

    Essentials of Business Analytics

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    Modern Socio-Technical Perspectives on Privacy

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    This open access book provides researchers and professionals with a foundational understanding of online privacy as well as insight into the socio-technical privacy issues that are most pertinent to modern information systems, covering several modern topics (e.g., privacy in social media, IoT) and underexplored areas (e.g., privacy accessibility, privacy for vulnerable populations, cross-cultural privacy). The book is structured in four parts, which follow after an introduction to privacy on both a technical and social level: Privacy Theory and Methods covers a range of theoretical lenses through which one can view the concept of privacy. The chapters in this part relate to modern privacy phenomena, thus emphasizing its relevance to our digital, networked lives. Next, Domains covers a number of areas in which privacy concerns and implications are particularly salient, including among others social media, healthcare, smart cities, wearable IT, and trackers. The Audiences section then highlights audiences that have traditionally been ignored when creating privacy-preserving experiences: people from other (non-Western) cultures, people with accessibility needs, adolescents, and people who are underrepresented in terms of their race, class, gender or sexual identity, religion or some combination. Finally, the chapters in Moving Forward outline approaches to privacy that move beyond one-size-fits-all solutions, explore ethical considerations, and describe the regulatory landscape that governs privacy through laws and policies. Perhaps even more so than the other chapters in this book, these chapters are forward-looking by using current personalized, ethical and legal approaches as a starting point for re-conceptualizations of privacy to serve the modern technological landscape. The book’s primary goal is to inform IT students, researchers, and professionals about both the fundamentals of online privacy and the issues that are most pertinent to modern information systems. Lecturers or teacherscan assign (parts of) the book for a “professional issues” course. IT professionals may select chapters covering domains and audiences relevant to their field of work, as well as the Moving Forward chapters that cover ethical and legal aspects. Academicswho are interested in studying privacy or privacy-related topics will find a broad introduction in both technical and social aspects

    Innovation through Cross-Fertilization: Serious games and gamification in the EU-funded research projects

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    [eng] In recent years, ecosystems of innovation have gained substantial momentum in academic research. As a response to recent calls in open innovation literature for novel research, this doctoral thesis extends the study of the process and ecosystems of innovation in projects that include serious games and gamification by considering the cross-fertilization of knowledge and technologies. Organizations’ orchestration of activities within their activity systems and transformation of their business models through innovation to realize opportunities with the objective to increase value creation are part of the topic of this dissertation. It has endeavoured to improve the understanding of how cross-fertilized alliances are formed, what their outcomes are, what causes them to generate value (or not) and what capabilities organizations need in order to successfully manage and reap value from the innovation process. For this purpose, two approaches that support innovation have been complementarily taken into account: the knowledge-technological perspective and the management perspective. These perspectives are analysed with the information retrieved from a database of 87 H2020 projects including serious games and/or gamification, 519 organizations and 597 observations. Later, in order to get more insights into the Innovation Management Strategies, a project coordinators survey was conducted. The Knowledge-Technology perspective presents how creating adequate multidisciplinary knowledge and technology is fundamental to ensuring the long-term success of an emerging technology including serious games and/or gamification, and how important is the research and innovation that takes place in the practitioners’ communities. The Management perspective presents the analysis of the innovation management strategies that boost the cross-fertilization of technologies that include serious games and/or gamification. These strategies were analysed by considering literature on innovation and network theories, absorptive capacity and dynamic capabilities. Some personal interviews were conducted with independent experts to understand and have elements for the analysis and discussion of the previous results. Findings suggest that the multidisciplinarity of a project is highly influenced by the creation of knowledge and technology. Furthermore, the management strategies boosting high levels of cross-fertilization of knowledge and technologies -including serious games and/or gamification- are principally market and customer-oriented strategies. Practical and methodological contributions from this study could enrich innovation literature from the point of view of technological and management approaches. The thesis concludes with fruitful avenues for future research.[nor] I de senere årene har økosystemer for innovasjon fått vesentlig fart i akademisk forskning. Nylig har det oppstått et større behov for mer forskning i området åpen innovasjon. Som et respons til dette, utvider denne avhandlingen seg på studier om prosesser og økosystemer av innovasjon i prosjekter. Prosjektene inkluderer seriøse spill og det som kalles for gamification. Målet er å vurdere kryss-befruktning av kunnskap og teknologi. En del av tema for denne avhandling er hvordan organisasjoner, gjennom innovasjon, virkeliggjør mulighetene for å øke verdiskapning. Dette vurderes ut ifra organisasjoners orkestrering av aktiviteter innenfor deres aktivitetssystemer og transformasjon av forretningsmodellene. Det har lenge vært forsøkt på å forbedre forståelsen av hvordan kryss-befruktet allianser dannes, hva er resultatene, hva skal til for å generere verdi (eller ikke), og hvilke evner organisasjoner trenger for å kunne forvalte og innhente verdier. På bakgrunn av dette, har to tilnærminger som støtter innovasjon, blitt komplementært tatt med i betraktningen. Disse er, den kunnskaps-teknologiske perspektiv og ledelses perspektivet. Perspektivene blir analysert med informasjon hentet fra en database med 87 H2020 prosjekter, inkludert seriøse spill og eller gamification. Det er totalt 519 organisasjoner og 597 observasjoner. I senere tid, for å få et større innblikk i strategier for innovasjonsledelse, ble det gjennomført en prosjekt koordinator undersøkelse. Det kunnskaps-teknologiske perspektivet innebærer hvordan en kan skape tilstrekkelig tverrfaglig kunnskap. Her er teknologi grunnleggende for å sikre langsiktig suksess til en fremtredende teknologi, som inkluderer seriøse spill og eller gamification, og viktigheten av forskningen og innovasjonen som fremkommer i utøvernes samfunn. På den andre siden, ledelses perspektivet inkluderer analysen av innovasjonsstrategier som har som mål å øke kryss-befruktning av teknologier som inkluderer seriøse spill og eller gamification. Strategiene ble analysert ved å vurdere innovasjon- og nettverks teorier, evnen til å absorbere, og dynamisk kapasitet litteratur. For å forstå og samle elementer for analysen og diskusjonen av tidligere resultater, bestemte personlige intervjuer ble gjennomført med uavhengige eksperter. Funnene viser at flerfaglighet av et prosjekt er sterkt påvirket av etablering av kunnskap og teknologi. Videre, ledelses strategier er med på å øke nivåer av kryss-befruktning av kunnskap og teknologi. Dette inkluderer seriøse spill og eller gamification, men hovedsakelig markeds- og kundeorienterte strategier. De praktiske og metodologiske bidrag fra denne studien er med på å berike innovasjons litteratur fra det teknologiske og det ledelsesmessig synspunkt. Avhandlingen avsluttes med fruktbare veier for fremtidig forskning.[cat] Al llarg dels darrers anys, els ecosistemes d’innovació han pres un impuls substancial en la recerca acadèmica. Com a resposta a les darreres crides a noves recerques en la literatura sobre innovació oberta, aquesta tesi doctoral amplia l’estudi del procés i els ecosistemes d’innovació en projectes que inclouen jocs seriosos i gamificació al considerar la fertilització creuada de coneixement i tecnologies. L’orquestració d’activitats per part de les organitzacions dins dels seus sistemes d’activitats i la transformació dels seus models comercials a través de la innovació per generar oportunitats amb l’objectiu d’augmentar la creació de valor són part dels temes d’aquesta tesi. Hi ha hagut un esforç per millorar la comprensió de com es formen aliances amb la fertilització creuada, quins són els seus resultats, què fa que generin valor (o no) i quines capacitats necessiten les organitzacions per gestionar i assolir valor a través del procés d’innovació. Amb aquest propòsit, dos enfocaments que recolzen la innovació s’han tingut en compte de manera complementària: la perspectiva coneixement-tecnologia i la perspectiva de gestió. Aquestes perspectives s’analitzen amb la informació obtinguda d’una base de dades de 87 projectes H2020 que inclouen jocs seriosos i/o gamificació, 519 organitzacions i 597 observacions. Posteriorment, amb l’objectiu d’obtenir informació addicional sobre les Estratègies de Gestió de la Innovació, es va realitzar una enquesta adreçada als coordinadors dels projectes. La perspectiva de Coneixement i Tecnologia mostra com la creació adequada de coneixement i tecnologia multidisciplinaris és fonamental per garantir l’èxit a llarg termini d’una tecnologia emergent, que inclogui els jocs seriosos i la gamificació, i com d’important és la recerca i la innovació que té lloc en les comunitats de professionals. La perspectiva de Gestió mostra l’anàlisi de les estratègies de gestió de la innovació que fomenten la fertilització creuada de tecnologies que inclouen jocs seriosos i/o gamificació. Aquestes estratègies es van analitzar a partir de la literatura en innovació i teories de xarxes, capacitat d’absorció i capacitats dinàmiques. També, es van dur a terme entrevistes personals amb experts independents per comprendre i tenir elements per a l’anàlisi i la discussió dels resultats anteriors. Els resultats suggereixen que la multidisciplinarietat d’un projecte està molt influenciada per la creació de coneixement i tecnologia. A més, les estratègies de gestió que impulsen els alts nivells de fertilització creuada de coneixement i tecnologies –inclosos els jocs seriosos i/o la gamificació- són principalment estratègies orientades al mercat i al client. Les contribucions pràctiques i metodològiques d’aquest estudi podrien enriquir la literatura sobre innovació des del punt de vista dels enfocaments tecnològics i de gestió. La tesi conclou amb suggeriments de línies de recerca futures.[spa] Durante los últimos años, los ecosistemas de innovación han tomado un impulso sustancial en la investigación académica. Como respuesta a las recientes llamadas a nuevas investigaciones en la literatura sobre innovación abierta, esta tesis doctoral amplía el estudio del proceso y los ecosistemas de innovación en proyectos que incluyen juegos serios y gamificación al considerar la fertilización cruzada de conocimiento y tecnologías. La orquestación de actividades por parte de las organizaciones dentro de sus sistemas de actividades y la transformación de sus modelos comerciales a través de la innovación para generar oportunidades con el objetivo de aumentar la creación de valor son parte de los temas de esta tesis. Ha habido un esfuerzo por mejorar la comprensión de cómo se forman alianzas con fertilización cruzada, cuáles son sus resultados, qué hace que generen valor (o no) y qué capacidades necesitan las organizaciones para gestionar y cosechar valor a través del proceso de innovación. Con este propósito, dos enfoques que apoyan la innovación se han tenido en cuenta de manera complementaria: la perspectiva conocimiento-tecnología y la perspectiva de gestión. Estas perspectivas se analizan con la información obtenida de una base de datos de 87 proyectos H2020 que incluyen juegos serios y/o gamificación, 519 organizaciones y 597 observaciones. Posteriormente, con el objetivo de obtener información adicional sobre las Estrategias de Gestión de la Innovación, se realizó una encuesta a los coordinadores de los proyectos. La perspectiva de Conocimiento y Tecnología muestra cómo la creación adecuada de conocimiento y tecnología multidisciplinarios es fundamental para garantizar el éxito a largo plazo de una tecnología emergente, que incluya los juegos serios y la gamificación, y cómo de importante es la investigación y la innovación en las comunidades de profesionales. La perspectiva de Gestión muestra el análisis de las estrategias de gestión de la innovación que fomentan la fertilización cruzada de tecnologías que incluyen juegos serios y/o gamificación. Estas estrategias se analizaron a partir de la literatura en innovación y teorías de redes, la capacidad de absorción y las capacidades dinámicas. También, se realizaron entrevistas personales con expertos independientes para comprender y tener elementos para el análisis y la discusión de los resultados anteriores. Los hallazgos sugieren que la multidisciplinariedad de un proyecto está muy influenciada por la creación de conocimiento y tecnología. Además, las estrategias de gestión que impulsan los altos niveles de fertilización cruzada de conocimientos y tecnologías -incluidos los juegos serios y/o la gamificación- son principalmente estrategias orientadas al mercado y al cliente. Las contribuciones prácticas y metodológicas de este estudio podrían enriquecer la literatura sobre innovación desde el punto de vista de los enfoques tecnológicos y de gestión. La tesis concluye con sugerencias de líneas de investigación futuras

    Modern Socio-Technical Perspectives on Privacy

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    This open access book provides researchers and professionals with a foundational understanding of online privacy as well as insight into the socio-technical privacy issues that are most pertinent to modern information systems, covering several modern topics (e.g., privacy in social media, IoT) and underexplored areas (e.g., privacy accessibility, privacy for vulnerable populations, cross-cultural privacy). The book is structured in four parts, which follow after an introduction to privacy on both a technical and social level: Privacy Theory and Methods covers a range of theoretical lenses through which one can view the concept of privacy. The chapters in this part relate to modern privacy phenomena, thus emphasizing its relevance to our digital, networked lives. Next, Domains covers a number of areas in which privacy concerns and implications are particularly salient, including among others social media, healthcare, smart cities, wearable IT, and trackers. The Audiences section then highlights audiences that have traditionally been ignored when creating privacy-preserving experiences: people from other (non-Western) cultures, people with accessibility needs, adolescents, and people who are underrepresented in terms of their race, class, gender or sexual identity, religion or some combination. Finally, the chapters in Moving Forward outline approaches to privacy that move beyond one-size-fits-all solutions, explore ethical considerations, and describe the regulatory landscape that governs privacy through laws and policies. Perhaps even more so than the other chapters in this book, these chapters are forward-looking by using current personalized, ethical and legal approaches as a starting point for re-conceptualizations of privacy to serve the modern technological landscape. The book’s primary goal is to inform IT students, researchers, and professionals about both the fundamentals of online privacy and the issues that are most pertinent to modern information systems. Lecturers or teacherscan assign (parts of) the book for a “professional issues” course. IT professionals may select chapters covering domains and audiences relevant to their field of work, as well as the Moving Forward chapters that cover ethical and legal aspects. Academicswho are interested in studying privacy or privacy-related topics will find a broad introduction in both technical and social aspects
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