Sökning: "News popularity prediction"

Hittade 3 uppsatser innehållade orden News popularity prediction.

  1. 1. Sentiment-Driven Cryptocurrency Price Prediction : A Comparative Analysis of AI Models

    Kandidat-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Författare :Jammithri Kotapati; Suma Vendrapu; [2023]
    Nyckelord :Artificial Intelligence; Cryptocurrency Prices; News Articles; Sentiment Analysis; Social Media Posts. ii;

    Sammanfattning : Background: In the last few years, there has been rapid growth in the use of cryptocurrency, as it is a form of digital currency and was developed using blockchain technology, so it is almost impossible to counterfeit cryptocurrency. Due to these features, it has attracted a lot of popularity and attention in the market. LÄS MER

  3. 2. Predicting Swedish News Article Popularity

    Master-uppsats, Linköpings universitet/Interaktiva och kognitiva system

    Författare :Ludvig Noring; [2020]
    Nyckelord :Natural language processing; News popularity prediction; cold-start prediction; News media; Prediction; Popularity;

    Sammanfattning : In this work, 132,229 articles from a Swedish news publisher are used to explore news article popularity prediction. Linear-, k-Nearest Neighbor- and Support Vector Regression are evaluated using the two different metrics root mean squared error and R2. The problem is then relaxed into only attempting to rank the articles relative to each other. LÄS MER

  4. 3. News Value Modeling and Prediction using Textual Features and Machine Learning

    Master-uppsats, Linköpings universitet/Interaktiva och kognitiva system

    Författare :Rebecca Lindblom; [2020]
    Nyckelord :NLP; machine learning; news value; popularity; random forest; prediction; classification; modeling; read time; clicks; newspaper; swedish; nyhetsvärde; nyhetsvärdering; popularitet; tidning; maskininlärning;

    Sammanfattning : News value assessment has been done forever in the news media industry and is today often done in real-time without any documentation. Editors take a lot of different qualitative aspects into consideration when deciding what news stories will make it to the first page. LÄS MER