Sökning: "Data curation"

Visar resultat 1 - 5 av 21 uppsatser innehållade orden Data curation.

1. 1. Bridging Language & Data : Optimizing Text-to-SQL Generation in Large Language Models

   Master-uppsats, Linköpings universitet/Artificiell intelligens och integrerade datorsystem

   Författare :Niklas Wretblad; Fredrik Gordh Riseby; [2024]
   Nyckelord :Chaining; Classification; Data Quality; Few-Shot Learning; Large Language Model; Machine Learning; Noise; Prompt; Prompt Engineering; SQL; Structured Query Language; Text-to-SQL; Zero-Shot Learning; Noise Identification;

   Sammanfattning : This thesis explores text-to-SQL generation using Large Language Models within a financial context, aiming to assess the efficacy of current benchmarks and techniques. The central investigation revolves around the accuracy of the BIRD-Bench benchmark and the applicability of text-to-SQL models in real-world scenarios. LÄS MER

3. 2. The TikTok effect: How TikTok is shaping the way we consume music

   Kandidat-uppsats, Lunds universitet/Företagsekonomiska institutionen

   Författare :Greta Ranff; Loui Degener; [2023]
   Nyckelord :consumer behavior; music consumption; social media; TikTok; recommendation algorithms; marketing platforms; Business and Economics;

   Sammanfattning : Digitalization has in recent years transformed the music industry and how people consume music. Simultaneously, the social media app TikTok has emerged as a major player in marketing, using its unique algorithmic structure and user-generated content to become a powerful marketing tool for musicians and record labels alike. LÄS MER

4. 3. The Impact of AI on the Media Industry.

   Magister-uppsats, Uppsala universitet/Institutionen för informatik och media

   Författare :Muhammad Hashim Khan; [2023]
   Nyckelord :Artificial intelligence; media industry; impact; ethical considerations;

   Sammanfattning : The impact of artificial intelligence (AI) on the media industry is examined in this thesis study. A full understanding of the effects of AI integration in many dimensions of the media landscape is provided through a methodical review of the literature that highlights key themes and ideas. LÄS MER

5. 4. Attributing Digitalization Decisions in Museums : A Multiple Case Study of Swedish Public Museums

   Master-uppsats, Uppsala universitet/Institutionen för ABM

   Författare :Aijia Zhang; [2023]
   Nyckelord :Digitalization; decision-making; museum; organizational attribution; process mapping;

   Sammanfattning : In the context of digital transformation in the cultural and heritage sector, many museums are undergoing digital- ization. This qualitative study explores the digitalization status in the selected cases, underpins the decisions behind their digitalization practices, and identifies the factors that affect the decisions. LÄS MER

7. 5. Text Curation for Clustering of Free-text Survey Responses

   Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

   Författare :Anton Gefvert; [2023]
   Nyckelord :Natural Language Processing; NLP; Sentence Representations; Sentence Representation Models; Survey; Surveys; Clustring;

   Sammanfattning : When issuing surveys, having the option for free-text answer fields is only feasible where the number of respondents is small, as the work to summarize the answers becomes unmanageable with a large number of responses. Using NLP techniques to cluster these answers and summarize them would allow a greater range of survey creators to incorporate free-text answers in their survey, without making their workload too large. LÄS MER