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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 11 days 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 11 days ago
    From Sensors to Songs: A Learning-Free Novel Music Recommendation System using Contextual Sensor Data
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    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 11 days ago
    Network-Based Extension of Multi-Relational Factorization Models
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    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 11 days 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 11 days 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 11 days 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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    RECSYS
    2015
    ACM
    13views Control Systems» more  RECSYS 2015»
    An Adaptive Electronic Menu System for Restaurants
    8 years 11 days ago
    An Adaptive Electronic Menu System for Restaurants
    Download  ceur-ws.org
    This work shows the early stages of the development of a collaborative-filtering-inspired adaptive system to streamline the ordering process at restaurants that use electronic me...
    Paulo Henrique Azevedo Filho, Wolfgang Wörndl
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    RECSYS
    2015
    ACM
    15views Control Systems» more  RECSYS 2015»
    3rd International Workshop on News Recommendation and Analytics (INRA 2015)
    8 years 11 days ago
    3rd International Workshop on News Recommendation and Analytics (INRA 2015)
    Download  ceur-ws.org
    The 3rd International Workshop on News Recommendation and Analytics (INRA 2015) is held in conjunction with RecSys 2015 Conference in Vienna, Austria. This paper presents a brief ...
    Jon Atle Gulla, Bei Yu, Özlem Özgöb...
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    RECSYS
    2015
    ACM
    15views Control Systems» more  RECSYS 2015»
    Recommendation with the Right Slice: Speeding Up Collaborative Filtering with Factorization Machines
    8 years 11 days ago
    Recommendation with the Right Slice: Speeding Up Collaborative Filtering with Factorization Machines
    Download  ceur-ws.org
    We propose an alternative way to efficiently exploit rating data for collaborative filtering with Factorization Machines (FMs). Our approach partitions user-item matrix into ‘...
    Babak Loni, Martha Larson, Alexandros Karatzoglou,...
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    RECSYS
    2015
    ACM
    29views Control Systems» more  RECSYS 2015»
    Adaptation and Evaluation of Recommendations for Short-term Shopping Goals
    8 years 11 days ago
    Adaptation and Evaluation of Recommendations for Short-term Shopping Goals
    Download  ls13-www.cs.tu-dortmund.de
    An essential characteristic in many e-commerce settings is that website visitors can have very specific short-term shopping goals when they browse the site. Relying solely on lon...
    Dietmar Jannach, Lukas Lerche, Michael Jugovac
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