What variabel independent and dependent about topic social relationship?
Best insight from top research papers
The independent variable in the study of social relationships is the use of keywords extracted from online communication artifacts to represent relationship characteristics, reflecting conversation topics to some extent . On the other hand, the dependent variable pertains to the quality assessment of these keywords by human evaluators, indicating the relevance of the information conveyed about the relationship . Additionally, in the context of social topics and emergencies, the concept of derivative topics is introduced to describe the trend of topic change during information dissemination, aiding in the detection and control of public opinion . This concept helps visualize the derivative relationship between topics, showcasing the evolution of public opinion and social discourse .
Answers from top 5 papers
More filters
| Papers (5) | Insight |
|---|---|
| The independent variable is the topic words in posts, while the dependent variable is the derivative relationship between topics in social networks. | |
14 Dec 2012 3 Citations | Independent variable: Keywords extracted from message body. Dependent variable: Characteristics of social relationships reflected by conversation topics. |
Open access•Proceedings Article 01 Aug 2013 51 Citations | Not addressed in the paper. |
| The Independent Factor Topic Models (IFTM) in the paper focus on uncovering hidden sources of correlation between topics, making the topics independent variables and their relationships dependent on these hidden sources. | |
Open access•Posted Content | Not addressed in the paper. |
Related Questions
Does social media change relationship?5 answersSocial media significantly impacts relationships by altering communication patterns, perceptions, and interactions. It has transformed how individuals form connections, maintain contact, and even dissolve relationships. Social media platforms serve as tools for engagement, information sharing, and brand-consumer interactions, influencing consumer behavior and relationship marketing strategies. However, the pervasive nature of social media has also led to challenges such as relationship dissatisfaction, jealousy, and negative impacts on marriage quality and happiness. The evolving dynamics of relationships in the digital age highlight the need for individuals to navigate the complexities of social validation, emotional connections, and the influence of technology on personal and collective identities.
What is social relationship?4 answersSocial relationships encompass various types of interactions between individuals. These interactions go beyond mere social support and include companionship, weak social ties, and negative interactions. They play a crucial role in organizational entrepreneurship, influencing decisions and fostering cooperation among entrepreneurs. Marx's theory emphasizes the significance of the "social relations of production" in shaping a society's fundamental character, such as distinguishing it as capitalist. The social relations model offers a solution for analyzing nonindependent data in group psychotherapy research, focusing on how group members interrelate and influence each other. Overall, social relationships are complex and multifaceted connections that impact individuals, societies, and organizational dynamics.
What does social connection means?4 answersSocial connection refers to the importance of social relationships and interactions in our lives. It encompasses the bonds we form with others, the support we receive from them, and the sense of belonging and community that comes from being connected to others. Social connection plays a crucial role in our well-being and has been linked to various health outcomes. It is associated with improved mental health, decreased mortality rates, and increased self-efficacy. Social connection is not only about receiving support but also about being able to provide support to others, as it is a mutually beneficial process. It is considered a fundamental human need and a human right, as it is essential for our overall health and functioning.
What does social connection?4 answersSocial connection refers to the importance of human relationships and the impact they have on our well-being. It is a fundamental need that is often overlooked but plays a crucial role in our lives. Social connection encompasses the need for social support, social capital, and social interaction. Research has shown that social connection is associated with better mental and physical health outcomes, while social isolation and loneliness are risk factors for various health issues, including premature mortality. It is essential to prioritize social connection in public health initiatives and policies to address gaps and promote overall well-being. Additionally, social media, originally intended for social connection, has raised concerns about its potential to disconnect people from real-life interactions. However, further research is needed to understand the complex relationship between social media use and social connection.
What are the different types of topic dependency patterns?5 answersThere are different types of topic dependency patterns that have been explored in the literature. One approach is the use of visual Topic Dependency Models (TDMs) to determine and visualize student achievements on one or more topics and their dependencies at a course level reference TDM. Another approach is the Extended Global Topic Random Field (EGTRF) model, which models non-linear dependencies between words by representing sentences as dependency trees and incorporating word similarity information. In the context of sequential documents, two new topic modeling methods have been proposed that consider inter-document topic dependencies and handle the topic evolution in multi-topic and outlier mixed documents. Additionally, the design and development of ISPeL (Interactive System for Personalization of Learning) includes topic-based authoring, where topics are self-contained content units with prerequisite dependencies.
How social media affects social relationships?7 answers