Intelligent College Attendance System Using Image Tagging

2020 ◽  
Author(s):  
Vishal Patil ◽  
Kaval Kapadia ◽  
Atharva Khokrale ◽  
Pooja Jain
Author(s):  
A. V. Ponomarev

Introduction: Large-scale human-computer systems involving people of various skills and motivation into the information processing process are currently used in a wide spectrum of applications. An acute problem in such systems is assessing the expected quality of each contributor; for example, in order to penalize incompetent or inaccurate ones and to promote diligent ones.Purpose: To develop a method of assessing the expected contributor’s quality in community tagging systems. This method should only use generally unreliable and incomplete information provided by contributors (with ground truth tags unknown).Results:A mathematical model is proposed for community image tagging (including the model of a contributor), along with a method of assessing the expected contributor’s quality. The method is based on comparing tag sets provided by different contributors for the same images, being a modification of pairwise comparison method with preference relation replaced by a special domination characteristic. Expected contributors’ quality is evaluated as a positive eigenvector of a pairwise domination characteristic matrix. Community tagging simulation has confirmed that the proposed method allows you to adequately estimate the expected quality of community tagging system contributors (provided that the contributors' behavior fits the proposed model).Practical relevance: The obtained results can be used in the development of systems based on coordinated efforts of community (primarily, community tagging systems). 


NASPA Journal ◽  
1997 ◽  
Vol 34 (3) ◽  
Author(s):  
Steve Graham ◽  
Irv Cockriel

The issues of accountability and increased public concern have contributed to widespread institutional self-examination and to a greater emphasis placed on assessing the impact of college attendance. This study focuses on 36 items in the ACT College Outcomes Survey to identify specific areas of personal and social gain where students percieved colleges to have the greatest impact. Identification of these general constructs provides guidance for college administrators and faculty members on areas where the colleges can focus their attention to achieve their greatest impact.


Author(s):  
Marc Schubhan ◽  
Maximilian Altmeyer ◽  
Dominic Buchheit ◽  
Pascal Lessel
Keyword(s):  

1981 ◽  
Vol 5 (4) ◽  
pp. 591-594 ◽  
Author(s):  
Claire Etaugh ◽  
Deborah Bohn Spandikow

Cross sectional data indicate that college students show more liberal attitudes toward women with increasing years of college attendance. This shift may reflect intraindividual change or simply differential dropout of more traditionally oriented students. To study this problem longitudinally, the Attitudes Toward Women Scale was administered to 430 university students who had completed the same questionnaire 2 years earlier. Attitudes toward women generally became more liberal over time for both male and female students, supporting the intraindividual shift hypothesis. For both sexes, attitudes involving women's educational-vocational rights became more liberal than those involving women's marital and maternal responsibilities. Socio-demographic characteristics of subjects who became more traditional were compared with those of subjects who became more liberal.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Holly Thompson ◽  
Laura Simonds ◽  
Sylvie Barr ◽  
Sara Meddings

Purpose Recovery Colleges are an innovative approach which adopt an educational paradigm and use clinician and lived experience to support students with their personal recovery. They demonstrate recovery-orientated practice and their transformative role has been evidenced within mental health services. The purpose of this study is to explore how past students understand the influence of the Recovery College on their on-going recovery journey. Design/methodology/approach An exploratory, qualitative design was used and semi-structured interviews took place with 15 participants. Data was analysed using the “framework method” and inductive processes. Findings All participants discussed gains made following Recovery College attendance that were sustained at one year follow-up. Three themes emerged from the data: Ethos of recovery and equality; Springboard to opportunities; and Intrapersonal changes. Originality/value This research explores students’ experiences a year after attendance. This contrasts to most research which is completed immediately post course. This study contributes to the emergent evidence base highlighting the longitudinal positive impact of Recovery Colleges. This study is of value to those interested in recovery-oriented models within mental health. Recovery Colleges are gaining traction nationally and internationally and this research highlights processes underlying this intervention which is of importance to those developing new Recovery Colleges.


1986 ◽  
Vol 168 (1) ◽  
pp. 47-59 ◽  
Author(s):  
W. Timothy Weaver

This article discusses the effects of a hypothetical policy restricting entry to American colleges and universities on the basis of academic standards. Admission would he restricted to those applicants whose test scores and high school records placed them in the upper one half of their high school classes. Those failing to meet the standard presumably would be forced to go to work. The merits of the policy are examined in the context of conservative and liberal educational reform movements. Perceived economic and social benefits of college attendance are discussed.


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