Cluster-based polyrepresentation as science modelling approach for information retrieval

MK Abbasi, I Frommholz - Scientometrics, 2015 - Springer
The increasing number of publications make searching and accessing the produced
literature a challenging task. A recent development in bibliographic databases is to use …

Exploiting information needs and bibliographics for polyrepresentative document clustering

MK Abbasi, I Frommholz - 2014 - uobrep.openrepository.com
In this paper we explore the potential of combining the principle of polyrepresentation with
document clustering. Our idea is discussed and evaluated for polyrepresentation of …

Some remarks on the possibility of extending the theory of polyrepresentation to the study of the relevance and qualities of´ things´ represented in information …

I Huvila - 2016 - diva-portal.org
This chapter explores some possible directions of future research on the contextual aspects
of the phenomenon of polyrepresentation and the usability of the notion to understand the …

[PDF][PDF] Polyrepresentative Clustering: A Study of Simulated User Strategies and Representations.

MK Abbasi, I Frommholz - BIR@ ECIR, 2015 - researchgate.net
The principle of polyrepresentation and document clustering are two established methods
for Interactive Information Retrieval, which have been used separately so far. In this paper …

Dependencies: Formalising Semantic Catenae for Information Retrieval

C Lioma - arXiv preprint arXiv:1709.03742, 2017 - arxiv.org
Building machines that can understand text like humans is an AI-complete problem. A great
deal of research has already gone into this, with astounding results, allowing everyday …

A probabilistic approach for cluster based polyrepresentative information retrieval

MK Abbasi - 2015 - uobrep.openrepository.com
Document clustering in information retrieval (IR) is considered an alternative to rank-based
retrieval approaches, because of its potential to support user interactions beyond just typing …