{"data":{"id":"10.13016/m2bz25","type":"dois","attributes":{"doi":"10.13016/m2bz25","prefix":"10.13016","suffix":"m2bz25","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Rankel, Peter A.","nameType":"Personal","givenName":"Peter A.","familyName":"Rankel","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"Statistical Analysis of Text Summarization Evaluation"}],"publisher":"Digital Repository at the University of Maryland","container":{},"publicationYear":2016,"subjects":[{"subject":"Statistics","subjectScheme":"pqcontrolled"},{"subject":"FOS: Mathematics","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"Computer science","subjectScheme":"pqcontrolled"},{"subject":"Linguistics","subjectScheme":"pqcontrolled"},{"subject":"FOS: Languages and literature","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"automatic summarization","subjectScheme":"pquncontrolled"},{"subject":"Natural Language Processing","subjectScheme":"pquncontrolled"},{"subject":"paired testing","subjectScheme":"pquncontrolled"},{"subject":"summarization evaluation","subjectScheme":"pquncontrolled"},{"subject":"Text Analysis Conference","subjectScheme":"pquncontrolled"},{"subject":"Wilcoxon signed-rank test","subjectScheme":"pquncontrolled"}],"contributors":[],"dates":[{"date":"2016","dateType":"Issued"}],"language":"en","types":{"ris":"THES","bibtex":"phdthesis","citeproc":"thesis","schemaOrg":"Thesis","resourceType":"Dissertation","resourceTypeGeneral":"Collection"},"relatedIdentifiers":[],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[],"descriptions":[{"description":"This dissertation applies statistical methods to the evaluation of automatic\n\nsummarization using data from the Text Analysis Conferences in 2008-2011.\n\nSeveral aspects of the evaluation framework itself are studied, including the\n\nstatistical testing used to determine significant differences, the assessors,\n\nand the design of the experiment.  In addition, a family of evaluation metrics\n\nis developed to predict the score an automatically generated summary would\n\nreceive from a human judge and its results are demonstrated at the Text\n\nAnalysis Conference.  Finally, variations on the evaluation framework are\n\nstudied and their relative merits considered.  An over-arching theme of this\n\ndissertation is the application of standard statistical methods to data that\n\ndoes not conform to the usual testing assumptions.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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","url":"http://drum.lib.umd.edu/handle/1903/18564","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-2.2","source":null,"isActive":true,"state":"findable","reason":null,"viewCount":0,"viewsOverTime":[],"downloadCount":0,"downloadsOverTime":[],"referenceCount":0,"citationCount":0,"citationsOverTime":[],"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2016-09-03T05:37:39.000Z","registered":"2016-09-03T05:37:40.000Z","published":"2016","updated":"2020-09-18T13:19:03.000Z"},"relationships":{"client":{"data":{"id":"umd.lib","type":"clients"}},"provider":{"data":{"id":"umd","type":"providers"}},"media":{"data":{"id":"10.13016/m2bz25","type":"media"}},"references":{"data":[]},"citations":{"data":[]},"parts":{"data":[]},"partOf":{"data":[]},"versions":{"data":[]},"versionOf":{"data":[]}}}}