Suchergebnisse - "User modeling and user-adapted interaction"

Evaluation of session-based recommendation algorithms von Ludewig, Malte, Jannach, Dietmar

“… Recommender systems help users find relevant items of interest, for example on e-commerce or media streaming sites. Most academic research is concerned with …”
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A systematic review and taxonomy of explanations in decision support and recommender systems von Nunes, Ingrid, Jannach, Dietmar

“… With the recent advances in the field of artificial intelligence, an increasing number of decision-making tasks are delegated to software systems. A key …”
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Gameful Experience Questionnaire (GAMEFULQUEST): an instrument for measuring the perceived gamefulness of system use von Högberg, Johan, Hamari, Juho, Wästlund, Erik

“… In this paper, we present the development and validation of an instrument for measuring users’ gameful experience while using a service. Either intentionally …”
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A survey on popularity bias in recommender systems von Klimashevskaia, Anastasiia, Jannach, Dietmar, Elahi, Mehdi, Trattner, Christoph

“… Recommender systems help people find relevant content in a personalized way. One main promise of such systems is that they are able to increase the visibility …”
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Fairness in recommender systems: research landscape and future directions von Deldjoo, Yashar, Jannach, Dietmar, Bellogin, Alejandro, Difonzo, Alessandro, Zanzonelli, Dario

“… Recommender systems can strongly influence which information we see online, e.g., on social media, and thus impact our beliefs, decisions, and actions. At the …”
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Multistakeholder recommendation: Survey and research directions von Abdollahpouri, Himan, Adomavicius, Gediminas, Burke, Robin, Guy, Ido, Jannach, Dietmar, Kamishima, Toshihiro, Krasnodebski, Jan, Pizzato, Luiz

“… Recommender systems provide personalized information access to users of Internet services from social networks to e-commerce to media and entertainment. As is …”
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Student success prediction in MOOCs von Gardner, Josh, Brooks, Christopher

“… Predictive models of student success in Massive Open Online Courses (MOOCs) are a critical component of effective content personalization and adaptive …”
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A flexible framework for evaluating user and item fairness in recommender systems von Deldjoo, Yashar, Anelli, Vito Walter, Zamani, Hamed, Bellogín, Alejandro, Di Noia, Tommaso

“… One common characteristic of research works focused on fairness evaluation (in machine learning) is that they call for some form of parity (equality) either in …”
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Recommender systems based on user reviews: the state of the art von Chen, Li, Chen, Guanliang, Wang, Feng

“… In recent years, a variety of review-based recommender systems have been developed, with the goal of incorporating the valuable information in user-generated …”
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Deploying a robotic positive psychology coach to improve college students’ psychological well-being von Jeong, Sooyeon, Aymerich-Franch, Laura, Arias, Kika, Alghowinem, Sharifa, Lapedriza, Agata, Picard, Rosalind, Park, Hae Won, Breazeal, Cynthia

“… Despite the increase in awareness and support for mental health, college students’ mental health is reported to decline every year in many countries. Several …”
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Empirical analysis of session-based recommendation algorithms: A comparison of neural and non-neural approaches von Ludewig, Malte, Mauro, Noemi, Latifi, Sara, Jannach, Dietmar

“… Recommender systems are tools that support online users by pointing them to potential items of interest in situations of information overload. In recent years, …”
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Explaining the user experience of recommender systems von Knijnenburg, Bart P., Willemsen, Martijn C., Gantner, Zeno, Soncu, Hakan, Newell, Chris

“… Research on recommender systems typically focuses on the accuracy of prediction algorithms. Because accuracy only partially constitutes the user experience of …”
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Bayesian knowledge tracing, logistic models, and beyond: an overview of learner modeling techniques von Pelánek, Radek

“… Learner modeling is a basis of personalized, adaptive learning. The research literature provides a wide range of modeling approaches, but it does not provide …”
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Recommender systems: from algorithms to user experience von Konstan, Joseph A., Riedl, John

“… Since their introduction in the early 1990’s, automated recommender systems have revolutionized the marketing and delivery of commerce and content by providing …”
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Computational personality recognition in social media von Farnadi, Golnoosh, Sitaraman, Geetha, Sushmita, Shanu, Celli, Fabio, Kosinski, Michal, Stillwell, David, Davalos, Sergio, Moens, Marie-Francine, De Cock, Martine

“… A variety of approaches have been recently proposed to automatically infer users’ personality from their user generated content in social media. Approaches …”
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Modeling the efficacy of persuasive strategies for different gamer types in serious games for health von Orji, Rita, Vassileva, Julita, Mandryk, Regan L.

“… Persuasive games for health are designed to alter human behavior or attitude using various Persuasive Technology (PT) strategies. Recent years have witnessed …”
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Trends in content-based recommendation: Preface to the special issue on Recommender systems based on rich item descriptions von Lops, Pasquale, Jannach, Dietmar, Musto, Cataldo, Bogers, Toine, Koolen, Marijn

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Automated gaze-based mind wandering detection during computerized learning in classrooms von Hutt, Stephen, Krasich, Kristina, Mills, Caitlin, Bosch, Nigel, White, Shelby, Brockmole, James R., D’Mello, Sidney K.

“… We investigate the use of commercial off-the-shelf (COTS) eye-trackers to automatically detect mind wandering—a phenomenon involving a shift in attention from …”
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Personalized home-care support for the elderly: a field experience with a social robot at home von Di Napoli, Claudia, Ercolano, Giovanni, Rossi, Silvia

“… Socially assistive robotics (SAR) is getting a lot of attention for its potential in assisting elderly users. However, for robotic assistive applications to be …”
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Movie genome: alleviating new item cold start in movie recommendation von Deldjoo, Yashar, Dacrema, Maurizio Ferrari, Constantin, Mihai Gabriel, Eghbal-zadeh, Hamid, Cereda, Stefano, Schedl, Markus, Ionescu, Bogdan, Cremonesi, Paolo

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