scholarly journals A Thematic Approach to User Similarity Built on Geosocial Check-ins

2013 ◽  
pp. 39-53 ◽  
Author(s):  
Grant McKenzie ◽  
Benjamin Adams ◽  
Krzysztof Janowicz
Keyword(s):  
User Similarity ◽  
Thematic Approach

Small sided games: a scoping review of literature 2006-2016

2019 ◽  
Vol 41 (2) ◽  
pp. 5-31
Author(s):  
Shane Pill ◽  
Deboraha Agnew
Keyword(s):  
Empirical Research ◽  
Scoping Review ◽  
Selection Criteria ◽  
Physiological Responses ◽  
Training Effect ◽  
Review Of Literature ◽  
Academic Journal ◽  
Practice Activity ◽  
Thematic Approach ◽  
Determining Factor

This article reports the findings of a scoping review of the use of small-sided games (SSGs) as a teaching or coaching pedagogy across four game categories. The selection criteria included empirical research available online, published after January 1 2006 and prior to December 31, 2016, in an academic journal. The data were analysed through an inductive thematic approach which generated two themes: Development and Practical considerations. This review found that SSGs can be used as a deliberate pedagogy to elicit physiological responses for a training effect. Given that the variables associated with SSGs include pitch size, game intensity, and number of players, a key determining factor in the implementation of SSGs includes the objective of the practice activity.

scholarly journals Understanding Social Security Development: Lessons From the Chinese Case

SAGE Open ◽  
2021 ◽  
Vol 11 (3) ◽  
pp. 215824402110326
Author(s):  
Guan Huang ◽  
Zhuang Cai
Keyword(s):  
Social Security ◽  
Political Legitimacy ◽  
Political Context ◽  
Common Mechanism ◽  
Social Security Systems ◽  
Security Systems ◽  
Security Research ◽  
Chinese Case ◽  
Thematic Approach ◽  
Convergence And Divergence

Understanding the development of social security systems constitutes the ultimate goal of social security research. This review traces and compares two schools of thought regarding social security development: the convergence and divergence schools. Using a thematic approach, this article first categorizes extant studies into one of these two schools and then identifies the broadly accepted mechanism of social security development by comparing them. After reviewing the extant research and its theoretical underpinnings, this article applies Mill’s methods of agreement and difference to show how the Chinese case contributes to and challenges our understanding of social security development. By discussing the assumptions of current research on social security development in light of the Chinese case, this article illuminates how political legitimacy serves as a common mechanism of social security development regardless of political context or structure.

National Cadet Corps (NCC): Its Role in Integrating North Eastern Region (NER) with Mainstream India

2021 ◽  
pp. 001955612110065
Author(s):  
Rita Jain ◽  
Sanjay Kumar
Keyword(s):  
Web Pages ◽  
Eastern Region ◽  
Secondary Resources ◽  
College And University ◽  
The North ◽  
North Eastern ◽  
Thematic Approach ◽  
University Level ◽  
Online Sources ◽  
Federal Structure

To the North Eastern Region (NER) of India, lie the unexplored states of the Indian Union. This region holds a unique place in the federal structure of India. This article attempts to scrutinise the diversity of NER, along with the potential of the National Cadet Corps (NCC) as a medium to change, uplift and assimilate it with pan India. The article aims to comprehend how NER can accommodate the regional identities and cultural affinities with Indian mainstream identity through the intervention of NCC at college and university level. The methodology of this article is based on secondary resources such as published books, journals, web pages, reports, newspapers and online sources. The article is analytical and descriptive in nature based on thematic approach.

Improving recommender systems’ performance on cold-start users and controversial items by a new similarity model

2016 ◽  
Vol 12 (2) ◽  
pp. 126-149 ◽  
Author(s):  
Masoud Mansoury ◽  
Mehdi Shajari
Keyword(s):  
Real World ◽  
Design Methodology ◽  
Cold Start ◽  
Selection Function ◽  
Data Sets ◽  
Real World Data ◽  
Content Type ◽  
User Similarity ◽  
Active User ◽  
Similarity Model

Purpose This paper aims to improve the recommendations performance for cold-start users and controversial items. Collaborative filtering (CF) generates recommendations on the basis of similarity between users. It uses the opinions of similar users to generate the recommendation for an active user. As a similarity model or a neighbor selection function is the key element for effectiveness of CF, many variations of CF are proposed. However, these methods are not very effective, especially for users who provide few ratings (i.e. cold-start users). Design/methodology/approach A new user similarity model is proposed that focuses on improving recommendations performance for cold-start users and controversial items. To show the validity of the authors’ similarity model, they conducted some experiments and showed the effectiveness of this model in calculating similarity values between users even when only few ratings are available. In addition, the authors applied their user similarity model to a recommender system and analyzed its results. Findings Experiments on two real-world data sets are implemented and compared with some other CF techniques. The results show that the authors’ approach outperforms previous CF techniques in coverage metric while preserves accuracy for cold-start users and controversial items. Originality/value In the proposed approach, the conditions in which CF is unable to generate accurate recommendations are addressed. These conditions affect CF performance adversely, especially in the cold-start users’ condition. The authors show that their similarity model overcomes CF weaknesses effectively and improve its performance even in the cold users’ condition.

scholarly journals Should Interpretative Phenomenological Analysis (IPA) be Used With Focus Groups? Navigating the Bumpy Road of “Iterative Loops,” Idiographic Journeys, and “Phenomenological Bridges”

2020 ◽  
Vol 19 ◽  
pp. 160940692092160 ◽  
Author(s):  
Beverly Love ◽  
Arlene Vetere ◽  
Paul Davis
Keyword(s):  
Focus Groups ◽  
Group Dynamics ◽  
Lived Experiences ◽  
Interpretative Phenomenological Analysis ◽  
Phenomenological Analysis ◽  
Group Data ◽  
Focus Group Data ◽  
Thematic Approach ◽  
The Individual ◽  
Individual Voice

Interpretative phenomenological analysis (IPA) is a qualitative thematic approach developed within psychology underpinned by an idiographic philosophy, thereby focusing on the subjective lived experiences of individuals. However, it has been used in focus groups of which some have been critical because of the difficulties of extrapolating the individual voice which is more embedded within the group dynamics and the added complexity of multiple hermeneutics occurring. Some have adapted IPA for use with focus groups, while others provide scant regard to these philosophical tensions. This raises the question whether IPA should be used with focus group data. To address these concerns, this article will set out a step-by-step guide of how IPA was adapted for use with focus groups involving drug using offenders (including illustrative examples with participants’ quotes). A rationale of why it was important to use both focus groups and an IPA approach will be covered including the value, merits, and challenges this presented. An overview of how participants’ idiographic accounts of their drug use, relapse, and recovery were developed will be provided. This article will conclude with a suggested way forward to satisfy the theoretical tensions and address the question raised in the title.

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