Using context similarity for service recommendation

L Liu, F Lecue, N Mehandjiev… - 2010 IEEE Fourth …, 2010 - ieeexplore.ieee.org
Recommender systems have been successfully used to address the problem of information
overload, where consumers of goods and services have too many choices and …

A generic multipurpose recommender system for contextual recommendations

C Rack, S Arbanowski, S Steglich - … Systems (ISADS'07), 2007 - ieeexplore.ieee.org
Identifying correlations between context data, user behavior, and semantic information can
lead to new services that are able to adapt to different situations. This" personalization" …

A method for dealing with data sparsity and cold-start limitations in service recommendation using personalized preferences

KK Fletcher - 2017 IEEE international conference on cognitive …, 2017 - ieeexplore.ieee.org
Data sparsity and cold-start remains to be the main limitations and weaknesses in
recommendation systems that employ collaborative filtering (CF). These limitations cause …

Context-aware recommender systems for non-functional requirements

A Danylenko, W Löwe - 2012 Third International Workshop on …, 2012 - ieeexplore.ieee.org
For large software projects, system designers have to adhere to a significant number of
functional and non-functional requirements, which makes software development a complex …

[PDF][PDF] COReS: Context-aware, Ontology-based Recommender system for Service recommendation

A Costa, R Guizzardi, G Guizzardi… - Proc. 19-th Intern. Conf …, 2007 - inf.ufes.br
Advances in telecommunications and information technology have allowed the proliferation
of mobile and multifunctional devices and their incorporation more and more into physical …

An approach for context-aware service discovery and recommendation

H Xiao, Y Zou, J Ng, L Nigul - 2010 ieee international …, 2010 - ieeexplore.ieee.org
Given the large amount of existing services and the diversified needs nowadays, it is time-
consuming for end-users to find appropriate services. To help end-users obtain their desired …

A collaborative filtering method for personalized preference-based service recommendation

KK Fletcher, XF Liu - 2015 IEEE International Conference on …, 2015 - ieeexplore.ieee.org
Existing service recommendation methods, that employ memory-based collaborative filtering
(CF) techniques, compute the similarity between users or items using nonfunctional attribute …

Context-aware, ontology-based recommendations

C Rack, S Arbanowski, S Steglich - … on Applications and the …, 2006 - ieeexplore.ieee.org
In this paper we study the synergy between user behavior, context data, and semantic
information in order to enable future services to adapt to different situations based on the …

Combining collaborative filtering and semantic content-based approaches to recommend web services

F Lécué - 2010 ieee fourth international conference on …, 2010 - ieeexplore.ieee.org
As the abundance of web services on the World Wide Web increase, designing effective
approaches for web service selection and recommendation has become more and more …

A hybrid recommender system for context-aware recommendations of mobile applications

W Woerndl, C Schueller… - 2007 IEEE 23rd …, 2007 - ieeexplore.ieee.org
The goal of the work in this paper is towards the incorporation of context in recommender
systems in the domain of mobile applications. The approach recommends mobile …