Lecture recommandée par Dominic Boisvert à l'automne 2021.
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Manual and semi-manual document classification techniques have facilitated retrieval and maintenance of document repositories for easy access; however, they are customarily painstaking and labor-intensive. Herein, we propose a document classification model using automatic access of natural language meaning. The model is made up of application, business, and storage layers. The business layer, as a core component, automatically extracts sentences containing keywords from research documents and classifies them using the geometrical similarity of their sentential entailments.", "proceedingsTitle": "Proceedings of the 15th ACM/IEEE-CS Joint Conference on Digital Libraries", "conferenceName": "", "publisher": "Association for Computing Machinery", "place": "New York, NY, USA", "date": "June 21, 2015", "eventPlace": "", "volume": "", "issue": "", "numberOfVolumes": "", "pages": "251–252", "series": "JCDL '15", "seriesNumber": "", "DOI": "10.1145/2756406.2756960", "ISBN": "978-1-4503-3594-2", "citationKey": "", "url": "https://doi.org/10.1145/2756406.2756960", "accessDate": "2021-09-23", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "ACM Digital Library", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "Y729VDRL" ], "relations": {}, "dateAdded": "2021-09-23T18:04:20Z", "dateModified": "2021-09-23T18:04:20Z" } }, { "key": "72MWSA3E", "version": 10051, "library": { "type": "group", "id": 44939, "name": "SCI6115 Classification archivistique", "links": { "alternate": { "href": "https://www.zotero.org/groups/sci6115_classification_archivistique", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/44939/items/72MWSA3E", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/sci6115_classification_archivistique/items/72MWSA3E", "type": "text/html" } }, "meta": { "createdByUser": { "id": 607494, "username": "sabine.mas", "name": "Sabine Mas", "links": { "alternate": { "href": "https://www.zotero.org/sabine.mas", "type": "text/html" } } }, "creatorSummary": "Tim Anderson", "parsedDate": "2020", "numChildren": 2 }, "data": { "key": "72MWSA3E", "version": 10051, "itemType": "webpage", "title": "SharePoint Syntex: Microsoft rolls out AI that automatically categorises documents", "creators": [ { "creatorType": "author", "firstName": "", "lastName": "Tim Anderson" } ], "abstractNote": "Starts trying to make fetch happen... build your own models to parse corporate content", "websiteTitle": "", "websiteType": "", "date": "2020", "publisher": "", "place": "", "DOI": "", "citationKey": "", "url": "https://www.theregister.com/2020/09/25/sharepoint_syntex_microsoft_uses_ai/", "accessDate": "2021-09-23T18:01:28Z", "shortTitle": "SharePoint Syntex", "language": "en", "rights": "", "extra": "", "tags": [], "collections": [ "Y729VDRL" ], "relations": {}, "dateAdded": "2021-09-23T18:01:28Z", "dateModified": "2021-09-23T18:02:26Z" } }, { "key": "LTKSEJ8R", "version": 10048, "library": { "type": "group", "id": 44939, "name": "SCI6115 Classification archivistique", "links": { "alternate": { "href": "https://www.zotero.org/groups/sci6115_classification_archivistique", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/44939/items/LTKSEJ8R", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/sci6115_classification_archivistique/items/LTKSEJ8R", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/44939/items/72MWSA3E", "type": "application/json" } }, "meta": { "createdByUser": { "id": 607494, "username": "sabine.mas", "name": "Sabine Mas", "links": { "alternate": { "href": "https://www.zotero.org/sabine.mas", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "LTKSEJ8R", "version": 10048, "parentItem": "72MWSA3E", "itemType": "note", "note": "Lecture recommandée par Dominic Boisvert à l'automne 2021.
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This paper draws their differences both theoretically and on examples. Then it describes their joint use and their complementarity for content management in a large corporation.", "proceedingsTitle": "", "conferenceName": "", "publisher": "", "place": "", "date": "January 1, 2008", "eventPlace": "", "volume": "", "issue": "", "numberOfVolumes": "", "pages": "", "series": "", "seriesNumber": "", "DOI": "", "ISBN": "", "citationKey": "", "url": "https://www.researchgate.net/publication/239591833_Classification_a_facettes_et_modeles_a_base_de_points_de_vue_Differences_et_complementarite", "accessDate": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "Classification à facettes et modèles à base de points de vue", "language": "", "libraryCatalog": "ResearchGate", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "JWUFRTMR" ], "relations": {}, "dateAdded": "2021-09-23T17:49:56Z", "dateModified": "2021-09-23T18:01:24Z" } }, { "key": "FYSNCIJV", "version": 10047, "library": { "type": "group", "id": 44939, "name": "SCI6115 Classification archivistique", "links": { "alternate": { "href": "https://www.zotero.org/groups/sci6115_classification_archivistique", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/44939/items/FYSNCIJV", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/sci6115_classification_archivistique/items/FYSNCIJV", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/44939/items/3Y9JS4CH", "type": "application/json" } }, "meta": { "createdByUser": { "id": 607494, "username": "sabine.mas", "name": "Sabine Mas", "links": { "alternate": { "href": "https://www.zotero.org/sabine.mas", "type": "text/html" } } } }, "data": { "key": "FYSNCIJV", "version": 10047, "parentItem": "3Y9JS4CH", "itemType": "attachment", "linkMode": "linked_url", "title": "ResearchGate Link", "accessDate": "2021-09-23T17:49:56Z", "url": "https://www.researchgate.net/publication/239591833_Classification_a_facettes_et_modeles_a_base_de_points_de_vue_Differences_et_complementarite", "note": "", "contentType": "", "charset": "", "tags": [], "relations": {}, "dateAdded": "2021-09-23T17:49:56Z", "dateModified": "2021-09-23T17:49:56Z" } }, { "key": "LZP8SB2T", "version": 10046, "library": { "type": "group", "id": 44939, "name": "SCI6115 Classification archivistique", "links": { "alternate": { "href": "https://www.zotero.org/groups/sci6115_classification_archivistique", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/44939/items/LZP8SB2T", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/sci6115_classification_archivistique/items/LZP8SB2T", "type": "text/html" } }, "meta": { "createdByUser": { "id": 607494, "username": "sabine.mas", "name": "Sabine Mas", "links": { "alternate": { "href": "https://www.zotero.org/sabine.mas", "type": "text/html" } } }, "creatorSummary": "Walsh", "parsedDate": "2021", "numChildren": 1 }, "data": { "key": "LZP8SB2T", "version": 10046, "itemType": "book", "title": "Between the Spreadsheets : Classifying and Fixing Dirty Data", "creators": [ { "creatorType": "author", "firstName": "Susan", "lastName": "Walsh" } ], "abstractNote": "This book presents a fool-proof method for cleaning and classifying business data. Covering everything from data classification to normalisation, taxonomies and presenting the author's proven COAT methodology, it helps organisations ensure their data is Consistent, Organised, Accurate and Trustworthy. 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"key": "VN2DUS95", "version": 10039, "itemType": "journalArticle", "title": "Le plan de classement des documents dans un environnement électronique : concepts et repères", "creators": [ { "creatorType": "author", "firstName": "Aude", "lastName": "Collet" } ], "abstractNote": "", "publicationTitle": "La Gazette des archives", "publisher": "", "place": "", "date": "2012", "volume": "", "issue": "228", "section": "", "partNumber": "", "partTitle": "", "pages": "245-264", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "https://www.persee.fr/doc/gazar_0016-5522_2012_num_228_4_4998", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "fr", "libraryCatalog": "Zotero", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "2MPI5E3W" ], "relations": {}, "dateAdded": "2020-12-29T16:34:00Z", "dateModified": "2021-09-01T13:37:00Z" } }, { 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"firstName": "Michel 1951-", "lastName": "Roberge" }, { "creatorType": "author", "name": "Documentor (Firme)" } ], "abstractNote": "", "series": "", "seriesNumber": "", "volume": "", "numberOfVolumes": "", "edition": "Nouv. éd.", "date": "1992", "publisher": "Documentor", "place": "Québec", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "numPages": "298", "ISBN": "978-2-89123-122-0", "DOI": "", "citationKey": "", "url": "", "accessDate": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "La gestion de l'information administrative", "language": "Français", "libraryCatalog": "WorldCat Discovery Service", "callNumber": "", "rights": "", "extra": "Section: 298 pages : illustrations ; 24 cm", "tags": [], "collections": [ "88SRGCGW" ], "relations": { "owl:sameAs": "http://zotero.org/groups/2292918/items/TA9YI2PD" }, "dateAdded": "2021-01-27T13:42:12Z", "dateModified": "2021-01-27T13:42:12Z" } }, { "key": "VBCJTSSM", "version": 10034, 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"https://www.sciencedirect.com/science/article/pii/S0306457312001203?via%3Dihub", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "S0306457312001203.html", "md5": "112b039c14af8453b23411a70ca65ce3", "mtime": 1611609455052, "tags": [], "relations": {}, "dateAdded": "2021-01-25T21:17:35Z", "dateModified": "2021-01-25T21:17:35Z" } }, { "key": "FZ4P8ICE", "version": 10033, "library": { "type": "group", "id": 44939, "name": "SCI6115 Classification archivistique", "links": { "alternate": { "href": "https://www.zotero.org/groups/sci6115_classification_archivistique", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/44939/items/FZ4P8ICE", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/sci6115_classification_archivistique/items/FZ4P8ICE", "type": "text/html" } }, "meta": { "createdByUser": { "id": 607494, "username": "sabine.mas", "name": "Sabine Mas", "links": { "alternate": { "href": "https://www.zotero.org/sabine.mas", "type": "text/html" } } }, "creatorSummary": "Hjørland", "parsedDate": "2013-03-01", "numChildren": 1 }, "data": { "key": "FZ4P8ICE", "version": 10033, "itemType": "journalArticle", "title": "Facet analysis: The logical approach to knowledge organization", "creators": [ { "creatorType": "author", "firstName": "Birger", "lastName": "Hjørland" } ], "abstractNote": "The facet-analytic paradigm is probably the most distinct approach to knowledge organization within Library and Information Science, and in many ways it has dominated what has be termed “modern classification theory”. It was mainly developed by S.R. Ranganathan and the British Classification Research Group, but it is mostly based on principles of logical division developed more than two millennia ago. Colon Classification (CC) and Bliss 2 (BC2) are among the most important systems developed on this theoretical basis, but it has also influenced the development of other systems, such as the Dewey Decimal Classification (DDC) and is also applied in many websites. It still has a strong position in the field and it is the most explicit and “pure” theoretical approach to knowledge organization (KO) (but it is not by implication necessarily also the most important one). The strength of this approach is its logical principles and the way it provides structures in knowledge organization systems (KOS). The main weaknesses are (1) its lack of empirical basis and (2) its speculative ordering of knowledge without basis in the development or influence of theories and socio-historical studies. It seems to be based on the problematic assumption that relations between concepts are a priori and not established by the development of models, theories and laws.", "publicationTitle": "Information Processing & Management", "publisher": "", "place": "", "date": "March 1, 2013", "volume": "49", "issue": "2", "section": "", "partNumber": "", "partTitle": "", "pages": "545-557", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Information Processing & Management", "DOI": "10.1016/j.ipm.2012.10.001", "citationKey": "", "url": "http://www.sciencedirect.com/science/article/pii/S0306457312001203", "accessDate": "2021-01-25T21:17:30Z", "PMID": "", "PMCID": "", "ISSN": "0306-4573", "archive": "", "archiveLocation": "", "shortTitle": "Facet analysis", "language": "en", "libraryCatalog": "ScienceDirect", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "JWUFRTMR" ], "relations": {}, "dateAdded": "2021-01-25T21:17:30Z", "dateModified": "2021-01-25T21:17:30Z" } }, { "key": "ADXK5X66", "version": 10032, "library": { "type": "group", "id": 44939, "name": "SCI6115 Classification archivistique", "links": { "alternate": { "href": "https://www.zotero.org/groups/sci6115_classification_archivistique", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/44939/items/ADXK5X66", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/sci6115_classification_archivistique/items/ADXK5X66", "type": "text/html" } }, "meta": { "createdByUser": { "id": 607494, "username": "sabine.mas", "name": "Sabine Mas", "links": { "alternate": { "href": "https://www.zotero.org/sabine.mas", "type": "text/html" } } }, "creatorSummary": "Oh", "parsedDate": "2019", "numChildren": 0 }, "data": { "key": "ADXK5X66", "version": 10032, "itemType": "journalArticle", "title": "Personal information organization in everyday life: modeling the process", "creators": [ { "creatorType": "author", "firstName": "Kyong Eun", "lastName": "Oh" } ], "abstractNote": "Purpose – The purpose of this paper is to investigate and model the process of organizing personal\ninformation in digital form in the context of everyday life.\nDesign/methodology/approach – A background survey, a diary study and two interviews were\nconducted with each of the 18 participants, who are information users in social science academic\nenvironments. In particular, the personal information organization process (PIOP) model was developed by\ntracking and analyzing 143 organization events.\nFindings – The PIOP model consists of six stages: initiation, identification, temporary categorization,\nexamination/comparison, selection/modification/creation and categorization. This model also shows actions,\nthoughts and decisions involved in the organization process, and 19 factors that impact the process.\nOriginality/value – This study introduces a new model that specifically shows the process of organizing\npersonal information. 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