Essays about: "Text-mining"

Showing result 1 - 5 of 57 essays containing the word Text-mining.

  1. 1. Analysing CSR reporting over the years, company size, region, and sector through dictionary-based text mining

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Anuj Singhvi; Dorna Jahangoshay Sarijlou; [2023]
    Keywords : Corporate Social Responsibility; Sustainability Reporting; Natural Language Processing; Text Mining; CSR Dictionaries;

    Abstract : As Corporate Social Responsibility (CSR) reports become more prevalent and systematised, there is a strong need to develop approaches that seek to analyse the contents of these reports. In this thesis, we present two valuable contributions. READ MORE

  3. 2. Recommendation of Text Properties for Short Texts with the Use of Machine Learning : A Comparative Study of State-of-the-Art Techniques Including BERT and GPT-2

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Luciano Zapata; [2023]
    Keywords : Text classification; Short texts; Deep Learning; BERT; GPT; GPT-2; Transformers; Natural Language Processing; Textklassificering; Korta Texter; Djupinlärning; BERT; GPT; GPT-2; Transformatorer; Naturlig språkbehandling;

    Abstract : Text mining has gained considerable attention due to the extensive usage ofelectronic documents. The significant increase in electronic document usagehas created a necessity to process and analyze them effectively. READ MORE

  4. 3. A Literature Review on the Impact of Artificial Intelligence in Requirements Elicitation and Analysis

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Konstantinos Papapanos; Julia Pfeifer; [2023]
    Keywords : Requirements Engineering; Requirements Elicitation; Requirements Analysis; Artificial Intelligence;

    Abstract : This thesis was conducted by two students as part of their Strategic Information Systems Management degree program at Stockholm University. As presented in this study, the manual elicitation processes in Requirements Engineering are error-prone and time-consuming. READ MORE

  5. 4. It does not rain more in the UK : A corpus analysis comparing the optimism variable in Swedish and UK-based listed companies’ sustainability reports

    University essay from Stockholms universitet/Engelska institutionen

    Author : Lina de Neergaard; [2023]
    Keywords : ;

    Abstract : Abstract This thesis sets out to compare the level of optimism, quantified as the optimism variable, in UK and Swedish-based corporate Environmental, social, and corporate governance (“ESG”) disclosures published in English. The comparison is conducted by creating two corpora, one UK-based and one Swedish-based. READ MORE

  6. 5. Swedish Public Service: Politically biased or not?- Using text mining on political speeches to measure the political content in public service news articles

    University essay from Göteborgs universitet/Graduate School

    Author : Pontus Blad; [2022-10-11]
    Keywords : ;

    Abstract : Public service in Sweden is supposed to be a politically independent source of information but in recent years this has been questioned due to its perceived left leaning by the population. In this paper the notion of a politically biased public service is studied following the approach by Laver et al (2003). READ MORE