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Title Automatic Summarization of Website User Agreements: выпускная квалификационная работа магистра: направление 45.04.04 «Интеллектуальные системы в гуманитарной среде» ; образовательная программа 45.04.04_01 «Цифровая лингвистика (международная образовательная программа)/Digital Linguistics (International Educational Program)»
Creators Ткачев Савва Михайлович
Scientific adviser Коган Марина Самуиловна
Organization Санкт-Петербургский политехнический университет Петра Великого. Гуманитарный институт
Imprint Санкт-Петербург, 2024
Collection Выпускные квалификационные работы; Общая коллекция
Subjects automatic summarization; extractive summarization; abstractive summarization; license agreements; legal documents
Document type Master graduation qualification work
File type PDF
Language Russian
Level of education Master
Speciality code (FGOS) 45.04.04
Speciality group (FGOS) 450000 - Языкознание и литературоведение
DOI 10.18720/SPBPU/3/2024/vr/vr24-5825
Rights Доступ по паролю из сети Интернет (чтение, печать, копирование)
Additionally New arrival
Record key ru\spstu\vkr\33107
Record create date 8/29/2024

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The purpose of this work is to find a way to create the text of an abstract of a license agreement that can reflect important legal aspects of the original text in a language accessible to a person without legal training. As part of this work, the following tasks will be performed: 1) Study scientific, technical and legal literature on the topic of the paper. 2) Explore the development path of summarization technology. 3) Explore methods, approaches, and existing methods and tools of summarization. 4) Define the concept of “licensing agreement”. 5) Characterize license agreements and describe the relationship of ordinary users with this type of document. 6) Study existing methods and tools of summarization. 7) Experimentally determine the most promising approach to summarizing license agreements. 8) Assess the quality of automatic summarization of license agreements. Research methods: 1) Basic general scientific research methods were used, as well as questionnaires. Main results of the work: 1) It has been proven that automatic summarization of license agreements allows one to convey the main meaning of the document in a volume acceptable for viewing. Extractive summarization tools have been tested. The advantages and disadvantages of the tools used in this study are revealed.

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