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    RECSYS
    2015
    ACM
    30views Control Systems» more  RECSYS 2015»
    A Probabilistic Model for Using Social Networks in Personalized Item Recommendation
    8 years 9 months ago
    A Probabilistic Model for Using Social Networks in Personalized Item Recommendation
    Download  www.cs.columbia.edu
    Preference-based recommendation systems have transformed how we consume media. By analyzing usage data, these methods uncover our latent preferences for items (such as articles or...
    Allison June-Barlow Chaney, David M. Blei, Tina El...
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    RECSYS
    2015
    ACM
    18views Control Systems» more  RECSYS 2015»
    Listener-Inspired Automated Music Playlist Generation
    8 years 9 months ago
    Listener-Inspired Automated Music Playlist Generation
    Download  www.cp.jku.at
    The objective of this PhD research is to deepen the understanding of how people listen to music and construct playlists. We believe that further insights into such mechanisms can ...
    Andreu Vall
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    RECSYS
    2015
    ACM
    14views Control Systems» more  RECSYS 2015»
    Recommender Systems for the People - Enhancing Personalization in Web Augmentation
    8 years 9 months ago
    Recommender Systems for the People - Enhancing Personalization in Web Augmentation
    Download  ceur-ws.org
    Web augmentation techniques allow the adaptation of websites on client side using browser extensions or plug-ins designed to run dedicated user scripts. However, while number and ...
    Martin Wischenbart, Sergio Firmenich, Gustavo Ross...
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    RECSYS
    2015
    ACM
    14views Control Systems» more  RECSYS 2015»
    Measuring the Concentration Reinforcement Bias of Recommender Systems
    8 years 9 months ago
    Measuring the Concentration Reinforcement Bias of Recommender Systems
    Download  pages.stern.nyu.edu
    In this paper, we propose new metrics to accurately measure the concentration reinforcement of recommender systems and the enhancement of the “long tail”. We also conduct a co...
    Panagiotis Adamopoulos, Alexander Tuzhilin, Peter ...
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    RECSYS
    2015
    ACM
    6views Control Systems» more  RECSYS 2015»
    Tackling Cold-Start Users in Recommender Systems with Indoor Positioning Systems
    8 years 9 months ago
    Tackling Cold-Start Users in Recommender Systems with Indoor Positioning Systems
    Download  ceur-ws.org
    In this paper, we present work-in-progress on a recommender system based on Collaborative Filtering that exploits location information gathered by indoor positioning systems. This...
    Emanuel Lacic, Dominik Kowald, Matthias Traub, Gra...
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    RECSYS
    2015
    ACM
    16views Control Systems» more  RECSYS 2015»
    From Sensors to Songs: A Learning-Free Novel Music Recommendation System using Contextual Sensor Data
    8 years 9 months ago
    From Sensors to Songs: A Learning-Free Novel Music Recommendation System using Contextual Sensor Data
    Download  ceur-ws.org
    Traditional approaches for music recommender systems face the known challenges of providing new recommendations that users perceive as novel and serendipitous discoveries. Even wi...
    Abhishek Sen, Martha Larson
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    RECSYS
    2015
    ACM
    18views Control Systems» more  RECSYS 2015»
    Network-Based Extension of Multi-Relational Factorization Models
    8 years 9 months ago
    Network-Based Extension of Multi-Relational Factorization Models
    Download  ceur-ws.org
    Complex heterogeneous networks contain many types of relations, both local to a particular entity and distant in the network. Multi-relational factorization schemes that incorpora...
    Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher
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    RECSYS
    2015
    ACM
    23views Control Systems» more  RECSYS 2015»
    Explaining Contextual Recommendations: Interaction Design Study and Prototype Implementation
    8 years 9 months ago
    Explaining Contextual Recommendations: Interaction Design Study and Prototype Implementation
    Download  ceur-ws.org
    We describe an architecture for generating context-aware recommendations along with detailed textual explanations to support the user in the decision-making process. CARE (Context...
    Joanna Misztal, Bipin Indurkhya
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    RECSYS
    2015
    ACM
    16views Control Systems» more  RECSYS 2015»
    Probability-based Approach for Predicting E-commerce Consumer Behaviour Using Sparse Session Data
    8 years 9 months ago
    Probability-based Approach for Predicting E-commerce Consumer Behaviour Using Sparse Session Data
    Download  www.idi.ntnu.no
    This paper describes some of the key properties of the proposed solution for the RecSys 2015 Challenge from the team Tøyvind thørrud. Three contributions will be highlighted: i)...
    Øyvind H. Myklatun, Thorstein K. Thorrud, H...
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    RECSYS
    2015
    ACM
    19views Control Systems» more  RECSYS 2015»
    Automatic Recommendations of Categories for Geospatial Entities
    8 years 9 months ago
    Automatic Recommendations of Categories for Geospatial Entities
    Download  ceur-ws.org
    Over the last years, thanks to Open Data initiative and the Semantic Web, there has been a vast increase on user contributed data. In several cases (e.g. OpenStreetMap, Geonames),...
    Giorgos Giannopoulos, Nikos Karagiannakis, Dimitri...
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