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ECIR
2010
Springer
14 years 1 months ago
Filtering Documents with Subspaces
We propose an approach to build a subspace representation for documents. This more powerful representation is a first step towards the development of a quantum-based model for Info...
Benjamin Piwowarski, Ingo Frommholz, Yashar Moshfe...
ECIR
2010
Springer
14 years 1 months ago
Learning to Select a Ranking Function
Abstract. Learning To Rank (LTR) techniques aim to learn an effective document ranking function by combining several document features. While the function learned may be uniformly ...
Jie Peng, Craig Macdonald, Iadh Ounis
ECIR
2010
Springer
14 years 1 months ago
Text Clustering for Peer-to-Peer Networks with Probabilistic Guarantees
Text clustering is an established technique for improving quality in information retrieval, for both centralized and distributed environments. However, for highly distributed envir...
Odysseas Papapetrou, Wolf Siberski, Norbert Fuhr
ECIR
2010
Springer
14 years 1 months ago
Semantically Enhanced Term Frequency
In this paper, we complement the term frequency, which is used in many bag-of-words based information retrieval models, with information about the semantic relatedness of query and...
Christof Müller, Iryna Gurevych
ECIR
2010
Springer
14 years 1 months ago
Evaluation of an Adaptive Search Suggestion System
This paper describes an adaptive search suggestion system based on case
Sascha Kriewel, Norbert Fuhr
ECIR
2010
Springer
14 years 1 months ago
BASIL: Effective Near-Duplicate Image Detection Using Gene Sequence Alignment
Abstract. Finding near-duplicate images is a task often found in Multimedia Information Retrieval (MIR). Toward this effort, we propose a novel idea by bridging two seemingly unrel...
Hung-sik Kim, Hau-Wen Chang, Jeongkyu Lee, Dongwon...
ECIR
2010
Springer
14 years 1 months ago
Goal-Driven Collaborative Filtering - A Directional Error Based Approach
Collaborative filtering is one of the most effective techniques for making personalized content recommendation. In the literature, a common experimental setup in the modeling phase...
Tamas Jambor, Jun Wang
ECIR
2010
Springer
14 years 1 months ago
Extracting Multilingual Topics from Unaligned Comparable Corpora
Topic models have been studied extensively in the context of monolingual corpora. Though there are some attempts to mine topical structure from cross-lingual corpora, they require ...
Jagadeesh Jagarlamudi, Hal Daumé III
ECIR
2010
Springer
14 years 1 months ago
Statistics of Online User-Generated Short Documents
User-generated short documents assume an important role in online communication due to the established utilization of social networks and real-time text messaging on the Internet. ...
Giacomo Inches, Mark James Carman, Fabio Crestani
ECIR
2010
Springer
14 years 1 months ago
A Case for Automatic System Evaluation
Ranking a set retrieval systems according to their retrieval effectiveness without relying on relevance judgments was first explored by Soboroff et al. [13]. Over the years, a numb...
Claudia Hauff, Djoerd Hiemstra, Leif Azzopardi, Fr...