Article Brapci-Revistas

Automatic organisation of documents using network analysis techniques

Organización automática de documentos mediante técnicas de análisis de redes

Carlos G. Figuerola
José Luís Alonso Berrocal
Angel Zazo Rodríguez

Automatic organization of documents can show the semantic structure of broad collections of documents. This paper proposes to model a document collection using a graph or network and then applying the so-called Social Networks Analysis techniques. We describe a practical experiment carried out with a collection of newspaper articles, and then we analyze the topic structure resulting after applying community discovery techniques. Results look enough promising; we envisage as future work the application and comparison of different communities discovery algorithms.@en

La organización automática de documentos permite conocer la estructura temática de grandes colecciones documentales. En este trabajo se plantea modelar la colección de documentos mediante una red o grafo de nodo y enlaces y aplicar técnicas de Análisis de Redes Sociales. Se describe un experimento llevado a cabo con una colección de noticias de prensa, analizando la estructura temática resultante tras aplicar técnicas de detección de comunidades de nodos en dos niveles de agrupamiento. Los resultados parecen bastante prometedores, planteando como trabajo futuro la implementación y comparación de diferentes algoritmos de detección de comunidades.@es

NLP0.29
Visto 10 vezes
sem referências
Array
(
    [dateOfAvailability] => Array
        (
            [pt] => Array
                (
                    [0] => Array
                        (
                            [2017-09-15] => 118253
                        )

                )

        )

    [hasAuthor] => Array
        (
            [nn] => Array
                (
                    [0] => Array
                        (
                            [Carlos G. Figuerola] => 167654
                        )

                    [1] => Array
                        (
                            [José Luís Alonso Berrocal] => 75282
                        )

                    [2] => Array
                        (
                            [Angel Zazo Rodríguez] => 167655
                        )

                )

        )

    [hasFileStorage] => Array
        (
            [nn] => Array
                (
                    [0] => Array
                        (
                            [_repository/166714/2022/05/oai_ojs_ibersid_eu_article_4453#00097.pdf] => 196378
                        )

                )

        )

    [hasPageEnd] => Array
        (
            [pt] => Array
                (
                    [0] => Array
                        (
                            [36] => 3265
                        )

                )

        )

    [hasPageStart] => Array
        (
            [pt] => Array
                (
                    [0] => Array
                        (
                            [25] => 506
                        )

                )

        )

    [hasSectionOf] => Array
        (
            [pt] => Array
                (
                    [0] => Array
                        (
                            [Artigo] => 3
                        )

                )

        )

    [hasSubject] => Array
        (
            [en] => Array
                (
                    [0] => Array
                        (
                            [Automatic classification] => 73734
                        )

                    [1] => Array
                        (
                            [Clustering] => 182381
                        )

                    [2] => Array
                        (
                            [Social network analysis] => 267633
                        )

                )

            [es] => Array
                (
                    [0] => Array
                        (
                            [Lasificación automática] => 283681
                        )

                    [1] => Array
                        (
                            [Redes sociales] => 234169
                        )

                    [2] => Array
                        (
                            [Clustering] => 280955
                        )

                )

        )

    [wasPublicationInDate] => Array
        (
            [nn] => Array
                (
                    [0] => Array
                        (
                            [2017-09-15] => 273965
                        )

                )

        )

    [hasLanguageExpression] => Array
        (
            [nn] => Array
                (
                    [0] => Array
                        (
                            [es] => 233522
                        )

                )

        )

    [hasLicense] => Array
        (
            [nn] => Array
                (
                    [0] => Array
                        (
                            [RESERVED] => 249275
                        )

                    [1] => Array
                        (
                            [BY-NC-ND/4.0] => 248592
                        )

                )

        )

    [isPartOfSource] => Array
        (
            [pt] => Array
                (
                    [0] => Array
                        (
                            [Scire: representación y organización del conocimiento] => 166714
                        )

                )

        )

    [hasIssueOf] => Array
        (
            [pt] => Array
                (
                    [0] => Array
                        (
                            [ISSUE:JNL:00097-2017-23-2] => 168144
                        )

                )

        )

    [hasAbstract] => Array
        (
            [en] => Array
                (
                    [0] => Array
                        (
                            [Automatic organization of documents can show the semantic structure of broad collections of documents. This paper proposes to model a document collection using a graph or network and then applying the so-called Social Networks Analysis techniques. We describe a practical experiment carried out with a collection of newspaper articles, and then we analyze the topic structure resulting after applying community discovery techniques. Results look enough promising; we envisage as future work the application and comparison of different communities discovery algorithms.] => 0
                        )

                )

            [es] => Array
                (
                    [0] => Array
                        (
                            [La organización automática de documentos permite conocer la estructura temática de grandes colecciones documentales. En este trabajo se plantea modelar la colección de documentos mediante una red o grafo de nodo y enlaces y aplicar técnicas de Análisis de Redes Sociales. Se describe un experimento llevado a cabo con una colección de noticias de prensa, analizando la estructura temática resultante tras aplicar técnicas de detección de comunidades de nodos en dos niveles de agrupamiento. Los resultados parecen bastante prometedores, planteando como trabajo futuro la implementación y comparación de diferentes algoritmos de detección de comunidades.] => 0
                        )

                )

        )

    [hasID] => Array
        (
            [nn] => Array
                (
                    [0] => Array
                        (
                            [oai:ojs.ibersid.eu:article/4453] => 0
                        )

                )

        )

    [hasRegisterId] => Array
        (
            [pt] => Array
                (
                    [0] => Array
                        (
                            [https://www.ibersid.eu/ojs/index.php/scire/article/view/4453] => 0
                        )

                )

        )

    [hasSource] => Array
        (
            [pt] => Array
                (
                    [0] => Array
                        (
                            [Scire: representación y organización del conocimiento (ISSNe 2340-7042; ISSN 1135-3716); Vol.23, N.2 (2017); 25-36] => 0
                        )

                )

            [nn] => Array
                (
                    [0] => Array
                        (
                            [2340-7042] => 0
                        )

                    [1] => Array
                        (
                            [1135-3716] => 0
                        )

                )

        )

    [hasTitle] => Array
        (
            [en] => Array
                (
                    [0] => Array
                        (
                            [Automatic organisation of documents using network analysis techniques] => 0
                        )

                )

            [es] => Array
                (
                    [0] => Array
                        (
                            [Organización automática de documentos mediante técnicas de análisis de redes] => 0
                        )

                )

        )

    [hasUrl] => Array
        (
            [pt] => Array
                (
                    [0] => Array
                        (
                            [https://www.ibersid.eu/ojs/index.php/scire/article/view/4453/3897] => 0
                        )

                )

            [nn] => Array
                (
                    [0] => Array
                        (
                            [https://www.ibersid.eu/ojs/index.php/scire/article/view/4453] => 0
                        )

                    [1] => Array
                        (
                            [https://www.ibersid.eu/ojs/index.php/scire/article/view/4453/3897] => 0
                        )

                )

        )

    [prefLabel] => Array
        (
            [pt] => Array
                (
                    [0] => Array
                        (
                            [oai:ojs.ibersid.eu:article/4453#00097] => 0
                        )

                )

        )

    [hasDOI] => Array
        (
            [nn] => Array
                (
                    [0] => Array
                        (
                            [10.54886/scire.v1i2.4453] => 0
                        )

                )

        )

)