Exploring synergies between content-based filtering and spreading activation techniques in knowledge-based recommender systems

Y Blanco-Fernández, M López-Nores, A Gil-Solla… - Information …, 2011 - Elsevier
Recommender systems fight information overload by selecting automatically items that
match the personal preferences of each user. The so-called content-based recommenders …

Empowering the access to public procurement opportunities by means of linking controlled vocabularies. A case study of Product Scheme Classifications in the …

JM Alvarez-Rodríguez, JE Labra-Gayo… - Computers in Human …, 2014 - Elsevier
The present paper introduces a method to promote existing controlled vocabularies to the
Linked Data initiative. A common data model and an enclosed conversion method for …

[PDF][PDF] Using Spreading Activation to Evaluate and Improve Ontologies

R Mac An Tsaoir - Proceedings of COLING 2014, the 25th …, 2014 - aclanthology.org
In this paper, we explore the relationship between the human-encoded semantics of
ontologies and their application to natural language processing (NLP) tasks, such as word …

SGDB–Simple graph database optimized for activation spreading computation

M Ciglan, K Nørvåg - International Conference on Database Systems for …, 2010 - Springer
In this paper, we present SGDB, a graph database with a storage model optimized for
computation of Spreading Activation (SA) queries. The primary goal of the system is to …

[PDF][PDF] Using iDocument for Document Categorization in Nepomuk Social Semantic Desktop.

B Adrian, M Klinkigt, H Maus, A Dengel - I-SEMANTICS, 2009 - dfki.uni-kl.de
Abstract On the Semantic Desktop users maintain their model of the world in a formal
personal information model ontology. Concepts from this ontology are used to annotate …

Social objects description and recommendation in multidimensional social networks: Ocso ontology and semantic spreading activation

N Marie, F Gandon - … Conference on Privacy, Security, Risk and …, 2011 - ieeexplore.ieee.org
Two strong tendencies in social networks today are their growing multidimensionality and
the key role of social objects around which they crystallize. Growing heterogeneity and …

Spreading activation methods

A Troussov, E Levner, C Bogdan, J Judge… - Dynamic and advanced …, 2010 - igi-global.com
Spreading activation (also known as spread of activation) is a method for searching
associative networks, neural networks or semantic networks. The method is based on the …

[PDF][PDF] Information spreading in expanding wordnet hypernymy structure

M Piasecki, R Ramocki, M Kaliński - Proceedings of the …, 2013 - aclanthology.org
The paper presents a wordnet expansion algorithm, which is based on lexicosemantic
relations extracted from large text corpora. We do not assume that the extracted relation …

Adapting spreading activation techniques towards a new approach to content-based recommender systems

Y Blanco-Fernández, M López-Nores… - … multimedia systems and …, 2010 - Springer
Recommender systems fight information overload by selecting automatically items that
match the personal preferences of each user. Content-based recommenders suggest items …

A MapReduce implementation of the spreading activation algorithm for processing large knowledge bases based on semantic networks

JG Lorenzo, JEL Gayo, JMÁ Rodríguez - International Journal of …, 2012 - igi-global.com
Abstract The emerging Web of Data as part of the Semantic Web initiative and the sheer
mass of information now available make it possible the deployment of new services and …