Current Search: Social sciences (x)
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- Title
- Learning Collective Behavior in Multi-relational Networks.
- Creator
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Wang, Xi, Sukthankar, Gita, Tappen, Marshall, Georgiopoulos, Michael, Hu, Haiyan, Anagnostopoulos, Georgios, University of Central Florida
- Abstract / Description
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With the rapid expansion of the Internet and WWW, the problem of analyzing social media data has received an increasing amount of attention in the past decade. The boom in social media platforms offers many possibilities to study human collective behavior and interactions on an unprecedented scale. In the past, much work has been done on the problem of learning from networked data with homogeneous topologies, where instances are explicitly or implicitly inter-connected by a single type of...
Show moreWith the rapid expansion of the Internet and WWW, the problem of analyzing social media data has received an increasing amount of attention in the past decade. The boom in social media platforms offers many possibilities to study human collective behavior and interactions on an unprecedented scale. In the past, much work has been done on the problem of learning from networked data with homogeneous topologies, where instances are explicitly or implicitly inter-connected by a single type of relationship. In contrast to traditional content-only classification methods, relational learning succeeds in improving classification performance by leveraging the correlation of the labels between linked instances. However, networked data extracted from social media, web pages, and bibliographic databases can contain entities of multiple classes and linked by various causal reasons, hence treating all links in a homogeneous way can limit the performance of relational classifiers. Learning the collective behavior and interactions in heterogeneous networks becomes much more complex.The contribution of this dissertation include 1) two classification frameworks for identifying human collective behavior in multi-relational social networks; 2) unsupervised and supervised learning models for relationship prediction in multi-relational collaborative networks. Our methods improve the performance of homogeneous predictive models by differentiating heterogeneous relations and capturing the prominent interaction patterns underlying the network structure. The work has been evaluated in various real-world social networks. We believe that this study will be useful for analyzing human collective behavior and interactions specifically in the scenario when the heterogeneous relationships in the network arise from various causal reasons.
Show less - Date Issued
- 2014
- Identifier
- CFE0005439, ucf:50376
- Format
- Document (PDF)
- PURL
- http://purl.flvc.org/ucf/fd/CFE0005439
- Title
- FLOCKS, SWARMS, CROWDS, AND SOCIETIES: ON THE SCOPE AND LIMITS OF COGNITION.
- Creator
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Neemeh, Zachariah A, Favela, Luis H., University of Central Florida
- Abstract / Description
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Traditionally, the concept of cognition has been tied to the brain or the nervous system. Recent work in various noncomputational cognitive sciences has enlarged the category of "cognitive phenomena" to include the organism and its environment, distributed cognition across networks of actors, and basic cellular functions. The meaning, scope, and limits of 'cognition' are no longer clear or well-defined. In order to properly delimit the purview of the cognitive sciences, there is a strong need...
Show moreTraditionally, the concept of cognition has been tied to the brain or the nervous system. Recent work in various noncomputational cognitive sciences has enlarged the category of "cognitive phenomena" to include the organism and its environment, distributed cognition across networks of actors, and basic cellular functions. The meaning, scope, and limits of 'cognition' are no longer clear or well-defined. In order to properly delimit the purview of the cognitive sciences, there is a strong need for a clarification of the definition of cognition. This paper will consider the outer bounds of that definition. Not all cognitive behaviors of a given organism are amenable to an analysis at the organismic or organism-environment level. In some cases, emergent cognition in collective biological and human social systems arises that is irreducible to the sum cognitions of their constituent entities. The group and social systems under consideration are more extensive and inclusive than those considered in studies of distributed cognition to date. The implications for this ultimately expand the purview of the cognitive sciences and bring back a renewed relevance for anthropology and introduce sociology on the traditional six-pronged interdisciplinary wheel of the cognitive sciences.
Show less - Date Issued
- 2017
- Identifier
- CFH2000191, ucf:46026
- Format
- Document (PDF)
- PURL
- http://purl.flvc.org/ucf/fd/CFH2000191
- Title
- PREDICTING SCIENCE LITERACY AND SCIENCE APPRECIATION.
- Creator
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Hellmuth, Robert, Negy, Charles, University of Central Florida
- Abstract / Description
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Research has shown that the benefits of having a populace literate in science are great. Even if citizens are not literate in basic science, it is important that citizens still appreciate science and those with expertise in the field for many reasons. Recent research suggests that the United States (U.S.) has lower levels of science literacy than it should. Evidence may also suggest that many U.S. citizens are not appreciative of science. Overall, little research has been conducted on what...
Show moreResearch has shown that the benefits of having a populace literate in science are great. Even if citizens are not literate in basic science, it is important that citizens still appreciate science and those with expertise in the field for many reasons. Recent research suggests that the United States (U.S.) has lower levels of science literacy than it should. Evidence may also suggest that many U.S. citizens are not appreciative of science. Overall, little research has been conducted on what may predict science literacy and science appreciation which is the aim of this research. Specifically, I have examined socio-personal variables, beliefs, thought paradigms, and various demographic variables that may be predictive of science literacy and science appreciation. Results indicated that scriptural literalism, religiosity, and magical ideation were predictive of low levels of science literacy. In addition, predictors of low levels of science appreciation included scriptural literalism and magical ideation. Implications of the findings are discussed.
Show less - Date Issued
- 2014
- Identifier
- CFH0004685, ucf:45240
- Format
- Document (PDF)
- PURL
- http://purl.flvc.org/ucf/fd/CFH0004685
- Title
- WHAT IS THE EFFICACY OF PEER PRESENTATION FOR ENGLISH LANGUAGE LEARNERS?.
- Creator
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Roy, Courtney, Ezell, Dan, University of Central Florida
- Abstract / Description
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This study investigates whether the learning strategy of Peer Presentations may positively influence an English Language Learner's (ELL's) relationship with peers, and personal perspectives with pertinence to the sciences, public discourse, and their institution. Data collection in-struments included a developed pre- and post-sociometric survey to quantitate each classroom's social status, and a pre- and post-qualitative oral interview to acquire individual perceptions concerning enjoyment...
Show moreThis study investigates whether the learning strategy of Peer Presentations may positively influence an English Language Learner's (ELL's) relationship with peers, and personal perspectives with pertinence to the sciences, public discourse, and their institution. Data collection in-struments included a developed pre- and post-sociometric survey to quantitate each classroom's social status, and a pre- and post-qualitative oral interview to acquire individual perceptions concerning enjoyment and contentment of academic topics. Three ELLs from two learning environments participated with the eight day intervention, comprising of 45 minute instructive sessions to become proficient with demonstrating an arrangement of invigorating yet harmless scientific experiments. After the Peer Presentation, analysis of pre- and post-sociometric results demonstrated an overall increase of more intimate friendships. Examination of the ELLs' oral interview responses indicated growth of enjoyment regarding their institution and public discourse. Overall recommendations and suggestions of utilizing Peer Presentations are discussed for those involved with educating students.
Show less - Date Issued
- 2014
- Identifier
- CFH0004665, ucf:45266
- Format
- Document (PDF)
- PURL
- http://purl.flvc.org/ucf/fd/CFH0004665
- Title
- INTELLIGENT DESIGN.
- Creator
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Dudziak, Jillian, Poindexter, Carla, University of Central Florida
- Abstract / Description
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As human beings we are designed and created in a fabric that is profound and complex. We are built with a framework where mind and body work in a concerted effort to maintain our lives automatically. A deep and defining part of our existence as humans is not just the innate desire to live but to live in consistent well-being—emotionally, physically, and mentally. I believe when we incorporate our knowledge of human physiology into our creative process then we allow ourselves a greater...
Show moreAs human beings we are designed and created in a fabric that is profound and complex. We are built with a framework where mind and body work in a concerted effort to maintain our lives automatically. A deep and defining part of our existence as humans is not just the innate desire to live but to live in consistent well-being—emotionally, physically, and mentally. I believe when we incorporate our knowledge of human physiology into our creative process then we allow ourselves a greater opportunity to create an authentic connection with our intended audience. My work during the past three years has been rooted in the study of these philosophical and scientific principles. I created a series of visual experimentations that aim to assist in my understanding of human beings at an emotional and biological level. Armed with a deep desire to understand humanity, my goal is to create work that fosters positive change and has significant impact in the world. My past and present research has been focused on human emotions, the intuitive creative process and the relationship between technology and establishing social identity.
Show less - Date Issued
- 2011
- Identifier
- CFE0003693, ucf:48844
- Format
- Document (PDF)
- PURL
- http://purl.flvc.org/ucf/fd/CFE0003693
- Title
- ANALYSIS OF THE RELATIONSHIP BETWEEN THE LEVEL OF EDUCATIONAL COMPUTER GAME USE AND MILKEN EXEMPLAR TEACHER INSTRUCTIONAL STRATEGIES.
- Creator
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Dahan Marks, Yaela, Proctor, Michael, University of Central Florida
- Abstract / Description
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This research examines the nature and level of educational computer-based game techniques adoption by Milken Educator Award winning teachers in achieving success in their classrooms. The focus of the research is on their level of acceptance of educational computer-based games and the nature of game usage to increase student performance in the classroom. With Davis' (1985) Technology Acceptance Model (Davis, 1985) as the conceptual framework, the research also examines how teachers'...
Show moreThis research examines the nature and level of educational computer-based game techniques adoption by Milken Educator Award winning teachers in achieving success in their classrooms. The focus of the research is on their level of acceptance of educational computer-based games and the nature of game usage to increase student performance in the classroom. With Davis' (1985) Technology Acceptance Model (Davis, 1985) as the conceptual framework, the research also examines how teachers' perceptions of educational computer-based games influence their willingness to incorporate these teaching methods in their classroom. The approach utilizes a descriptive survey to develop and evaluate responses from exemplar teachers about the level and nature of their use (or lack thereof) of educational computer-based games and implementation in the classroom. Further, this research seeks to identify successful and unsuccessful techniques in the use of educational computer-based games in the classroom. In addition, data collection and analysis will seek to identify the strength of relationships between content-specific educational computer-based games and subject; educational computer-based games and gender; educational computer-based games and age; etc. A teacher who is exemplary as defined by Milken Educator Awards possesses, "exceptional educational talent as evidenced by effective instructional practices and student learning results in the classroom and school". Survey findings are placed within the Technology Acceptance Model framework developed by Davis.
Show less - Date Issued
- 2011
- Identifier
- CFE0003682, ucf:48811
- Format
- Document (PDF)
- PURL
- http://purl.flvc.org/ucf/fd/CFE0003682