Introduction to formal concept analysis and its applications in information retrieval and related fields
DI Ignatov - Information Retrieval: 8th Russian Summer School …, 2015 - Springer
This paper is a tutorial on Formal Concept Analysis (FCA) and its applications. FCA is an
applied branch of Lattice Theory, a mathematical discipline which enables formalisation of …
applied branch of Lattice Theory, a mathematical discipline which enables formalisation of …
Generalization effect of quantifiers in a classification based on relational concept analysis
A Braud, X Dolques, M Huchard, F Le Ber - Knowledge-based systems, 2018 - Elsevier
Abstract Relational Concept Analysis (RCA) has been designed to classify sets of objects
described by attributes and relations between these objects. This is achieved by iterating on …
described by attributes and relations between these objects. This is achieved by iterating on …
Multimodal clustering for community detection
DI Ignatov, A Semenov, D Komissarova… - … Concept Analysis of …, 2017 - Springer
Multimodal clustering is an unsupervised technique for mining interesting patterns in n-adic
binary relations or n-mode networks. Among different types of such generalised patterns one …
binary relations or n-mode networks. Among different types of such generalised patterns one …
Rating prediction method for item-based collaborative filtering recommender systems using formal concept analysis
G Chemmalar, GG Lakshmi - EAI Endorsed Transactions on Energy Web, 2020 - eudl.eu
The recommender systems are used to mainly suggest recommendations to the online users
by utilizing the user preferences recorded during the item purchase. No matter how, the …
by utilizing the user preferences recorded during the item purchase. No matter how, the …
Recommendation of ideas and antagonists for crowdsourcing platform witology
DI Ignatov, M Mikhailova, AY Zakirova… - Information Retrieval: 8th …, 2015 - Springer
This paper introduces several recommender methods for crowdsourcing platforms. These
methods are based on modern data analysis approaches for object-attribute data, such as …
methods are based on modern data analysis approaches for object-attribute data, such as …
Aide à l'utilisation et à l'exploitation de l'analyse de concepts formels pour des non-spécialistes de l'analyse des données
A Jaffal - 2019 - theses.hal.science
De nombreuses approches ont été élaborées pour extraire des connaissances à partir des
données. On distingue traditionnellement l'analyse descriptive et l'analyse prédictive. Nous …
données. On distingue traditionnellement l'analyse descriptive et l'analyse prédictive. Nous …
[PDF][PDF] Understanding Collaborative Filtering with Galois Connections
DI Ignatov, V Kursitys - Workshop Notes of the Sixth International …, 2018 - academia.edu
In this paper, we explain how Galois connection and related operators between sets of users
and items naturally arise in user-item data for forming neighbourhoods of a target user or …
and items naturally arise in user-item data for forming neighbourhoods of a target user or …
Biclustering based on FCA and partition pattern structures for recommendation systems
N Juniarta, V Codocedo, M Couceiro… - NFMCP 2018-7th …, 2018 - inria.hal.science
This paper focuses on item recommendation for visitors in a museum within the framework of
European Project CrossCult about cultural heritage. We present a theoretical research work …
European Project CrossCult about cultural heritage. We present a theoretical research work …
Contributions to indexing and retrieval using Formal Concept Analysis
V Codocedo-Henriquez - 2015 - inria.hal.science
One of the first models ever to be considered as an index for documents using terms as
descriptors, was a lattice structure, a couple of decades before the arrival of Formal Concept …
descriptors, was a lattice structure, a couple of decades before the arrival of Formal Concept …