Essays about: "Social Media Analytics"

Showing result 1 - 5 of 16 essays containing the words Social Media Analytics.

1. 1. Prevalent Discord. Exploring and estimating the prevalence of the type of user disagreement on news media Facebook posts discussing the Colombian peace process (2020-2022)

   University essay from Lunds universitet/Graduate School

   Author : Luis Felipe Villota Macias; [2024]
   Keywords : Agonistic peace; antagonism; big data analytics; binary logistic regression; computational content analysis; Colombia; Colombian peace process; discord; Facebook; machine learning; peace process; public opinion and sentiment; social media; Law and Political Science; Social Sciences;

   Abstract : This thesis is dedicated to exploring and understanding public reactions within negotiated peace settlements based on social media data. Concretely, to modeling public opinion and sentiment within the context of the Colombian peace process using a curated dataset of N= ~1. READ MORE

3. 2. Extraction of Global Features for enhancing Machine Learning Performance

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

   Author : Abyel Tesfay; [2023]
   Keywords : Machine Learning; Deep Learning; Feature Extraction; Global Features; Time-series data; Bioprocessing; Maskininlärning; Djupinlärning; Funktionsextraktion; Globala Funktioner; Tidsserie data; Biobearbetning;

   Abstract : Data Science plays an essential role in many organizations and industries to become data-driven in their decision-making and workflow, as models can provide relevant input in areas such as social media, the stock market, and manufacturing industries. To train models of quality, data preparation methods such as feature extraction are used to extract relevant features. READ MORE

4. 3. Big Data Analytics Using Apache Flink for Cybercrime Forensics on X (formerly known as Twitter)

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Manjunath Kakkepalya Puttaswamy; [2023]
   Keywords : Apache Flink; Apache Spark; Big Data; Twitter; X;

   Abstract : The exponential growth of social media usage has led to massive data sharing, posing challenges for traditional systems in managing and analyzing such vast amounts of data. This surge in data exchange has also resulted in an increase in cyber threats from individuals and criminal groups. READ MORE

5. 4. Bytes, bias, and bylines : examining AI and the Fourth Estate

   University essay from Lunds universitet/Medie- och kommunikationsvetenskap; Lunds universitet/Institutionen för kommunikation och medier

   Author : Orla McElroy; [2023]
   Keywords : artificial intelligence; AI; global news media; organisational change; news organisations; newsroom; technology; digital innovation; Social Sciences;

   Abstract : This thesis examines the development and deployment of artificial intelligence technologies in news media organisations. Here a framework is proposed to analyse new AI and digital technologies and their introduction within the news media and journalism sphere. The framework consists of three stages: applications and implications, and actors (AAI). READ MORE

6. 5. Collective identity formation and commercial platform logics in social activism: Representation of women and black feminist activism on Instagram under #BlackLivesMatter

   University essay from Malmö universitet/Institutionen för konst, kultur och kommunikation (K3)

   Author : Ellimaija Maaria Tanskanen; [2021]
   Keywords : online activism; collective identity; black feminist activism; social media;

   Abstract : Due to the participatory nature of social media platforms, users contribute to the narratives built around online action for social change and shape the discourse on societal topics through their participation. At the same time as social media has become a space for societal activism and participation facilitating connective action of individuals, social media platforms are ultimately, for most, owned by private companies. READ MORE