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The increasing popularity of Twitter renders improved trustworthiness and relevance assessment of tweets much more important for search. However, given the limitations on the size of tweets, it is hard to extract measures for ranking from the tweet's content alone. I propose a method of ranking tweets by generating a

The increasing popularity of Twitter renders improved trustworthiness and relevance assessment of tweets much more important for search. However, given the limitations on the size of tweets, it is hard to extract measures for ranking from the tweet's content alone. I propose a method of ranking tweets by generating a reputation score for each tweet that is based not just on content, but also additional information from the Twitter ecosystem that consists of users, tweets, and the web pages that tweets link to. This information is obtained by modeling the Twitter ecosystem as a three-layer graph. The reputation score is used to power two novel methods of ranking tweets by propagating the reputation over an agreement graph based on tweets' content similarity. Additionally, I show how the agreement graph helps counter tweet spam. An evaluation of my method on 16~million tweets from the TREC 2011 Microblog Dataset shows that it doubles the precision over baseline Twitter Search and achieves higher precision than current state of the art method. I present a detailed internal empirical evaluation of RAProp in comparison to several alternative approaches proposed by me, as well as external evaluation in comparison to the current state of the art method.
ContributorsRavikumar, Srijith (Author) / Kambhampati, Subbarao (Thesis advisor) / Davulcu, Hasan (Committee member) / Liu, Huan (Committee member) / Arizona State University (Publisher)
Created2013
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Romantic relationship research has focused on various characteristics of individual and partner dynamics including intimacy and trust which are important aspects of relationship success. High levels of intimacy in relationships is associated with commitment, passion, psychosocial identity, and lower self-consciousness. Similarly, trust involves the perception of stability and consistency in

Romantic relationship research has focused on various characteristics of individual and partner dynamics including intimacy and trust which are important aspects of relationship success. High levels of intimacy in relationships is associated with commitment, passion, psychosocial identity, and lower self-consciousness. Similarly, trust involves the perception of stability and consistency in partner behavior that is in accordance with one’s best interests. Another aspect of romantic relationships that has been heavily researched is attachment style which has been shown to strongly influence how partners behave in relationships. Couples that face relationship challenges have been found to benefit from dance and movement therapy. Current research does not investigate the interactions of all of these facets of relationships and how they might be improved. Therefore, the present study strives to explore how established research on trust, intimacy, and attachment style can be used to improve relationships in the context of dance and movement. The experimental group consisted of 7 couples who participated in partnership dance lessons over the course of one month. The control group consisted of 9 couples who did not participate in the classes. We predicted that partnership dance classes would increase intimacy and trust in couples. We also investigated how attachment style might be implicated in this change. Results show a significant increase in intimacy for participants in the experimental group who participated in partnership dance classes. There was no significant increase in trust. While some participants did change attachment style throughout the study, the majority of participants retained their attachment style from the beginning of the study. Future research should focus on what types of dance are most beneficial for romantic couples, coding participant emotions during the dance class, and how the approach to teaching impacts participants’ experience.

ContributorsStrecker, Trinity (Author) / Johnson, Jacqueline (Co-author) / Olarte, David (Thesis director) / Nelson, Elizabeth (Committee member) / Ha, Thao (Committee member) / Barrett, The Honors College (Contributor) / Department of Psychology (Contributor) / Sanford School of Social and Family Dynamics (Contributor)
Created2021-12
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Description

Romantic relationship research has focused on various characteristics of individual and partner dynamics including intimacy and trust which are important aspects of relationship success. High levels of intimacy in relationships is associated with commitment, passion, psychosocial identity, and lower self-consciousness. Similarly, trust involves the perception of stability and consistency in

Romantic relationship research has focused on various characteristics of individual and partner dynamics including intimacy and trust which are important aspects of relationship success. High levels of intimacy in relationships is associated with commitment, passion, psychosocial identity, and lower self-consciousness. Similarly, trust involves the perception of stability and consistency in partner behavior that is in accordance with one’s best interests. Another aspect of romantic relationships that has been heavily researched is attachment style which has been shown to strongly influence how partners behave in relationships. Couples that face relationship challenges have been found to benefit from dance and movement therapy. Current research does not investigate the interactions of all of these facets of relationships and how they might be improved. Therefore, the present study strives to explore how established research on trust, intimacy, and attachment style can be used to improve relationships in the context of dance and movement. The experimental group consisted of 7 couples who participated in partnership dance lessons over the course of one month. The control group consisted of 9 couples who did not participate in the classes. We predicted that partnership dance classes would increase intimacy and trust in couples. We also investigated how attachment style might be implicated in this change. Results show a significant increase in intimacy for participants in the experimental group who participated in partnership dance classes. There was no significant increase in trust. While some participants did change attachment style throughout the study, the majority of participants retained their attachment style from the beginning of the study. Future research should focus on what types of dance are most beneficial for romantic couples, coding participant emotions during the dance class, and how the approach to teaching impacts participants’ experience.

ContributorsJohnson, Jacqueline (Author) / Strecker, Trinity (Co-author) / Olarte, David (Thesis director) / Ha, Thao (Committee member) / Nelson, Elizabeth (Committee member) / Barrett, The Honors College (Contributor) / Department of Psychology (Contributor) / School of Music, Dance and Theatre (Contributor) / School of Life Sciences (Contributor)
Created2021-12