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dc.contributor.author
Papikas, Ioannis
en
dc.date.accessioned
2017-03-31T08:09:48Z
dc.date.available
2017-04-01T00:00:18Z
dc.date.issued
2017-03-31
dc.identifier.uri
https://repository.ihu.edu.gr//xmlui/handle/11544/15207
dc.rights
Default License
dc.subject
Feedback, Ratings
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dc.title
Human Rating System
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heal.type
masterThesis
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heal.creatorID.email
papikas.ioan@gmail.com
heal.keywordURI.LCSH
Feedback control systems
heal.keywordURI.LCSH
Business enterprises--Evaluation
heal.keywordURI.LCSH
LinkedIn (Electronic resource)
heal.language
en
el
heal.access
free
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heal.license
http://creativecommons.org/licenses/by-nc/4.0
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heal.references
[1] "Our Heritage." ​ Designer Fashion, Accessories & More - Shop Online at Selfridges ​ . Web. 30 Nov. 2016. ​ http://www.selfridges.com/GB/en/content/our-heritage [2] "How Feedback Works." ​ How Feedback Works ​ . Web. 30 Nov. 2016. http://pages.ebay.com/help/feedback/howitworks.html [3] "TripAdvisor: Read Reviews, Compare Prices & Book." ​ TripAdvisor: Read Reviews, Compare Prices & Book ​ . Web. 30 Nov. 2016. ​ https://www.tripadvisor.com/ [4] "Introducing Endorsements: Give Kudos with Just One Click." ​ Official LinkedIn Blog ​ . Web. 30 Nov. 2016. https://blog.linkedin.com/2012/09/24/introducing-endorsements-give-kudos-with-just-one-cli ck [5] Http://www.cityhyd.info/author/admin/. "ARE LINKEDIN ENDORSEMENTS MEANINGLESS?" ​ CITY HYDERABAD ​ . 30 Jan. 2013. Web. 30 Nov. 2016. http://www.cityhyd.info/2013/01/31/are-linkedin-endorsements-meaningless/ [6] @andyxfoote. "The Truth About LinkedIn Endorsements." ​ LINKEDINSIGHTS.COM ​ . 06 Jan. 2015. Web. 30 Nov. 2016. https://www.linkedinsights.com/the-truth-about-linkedin-endorsements/ [7] @undercoverrec. "LinkedIn Endorsements: The Good, The Bad and The Ugly." Undercover Recruiter ​ . 17 Mar. 2016. Web. 30 Nov. 2016. http://theundercoverrecruiter.com/linkedin-endorsements/ [8] @sjtousley. "The Quickest Way to Increase Your Linkedin Endorsements." ​ Portfolium Academy ​ . 08 June 2015. Web. 30 Nov. 2016. http://blog.portfolium.com/increase-linkedin-skills/ [9] "The Best Way to Increase Your LinkedIn Endorsements." ​ Business 2 Community ​ . Web. -53- 30 Nov. 2016. http://www.business2community.com/linkedin/the-best-way-to-increase-your-linkedin-endors ements-01243970 [10] @smexaminer. "How to Maximize Your LinkedIn Endorsements : Social Media Examiner." ​ Social Media Examiner ​ . Web. 30 Nov. 2016. http://www.socialmediaexaminer.com/manage-linkedin-endorsements/ [11] "PageRank Algorithm, 1998; Brin, Page." ​ SpringerReference ​ . Print. [12] "Algorithms – Inside Search – Google." ​ Algorithms – Inside Search – Google ​ . Web. 30 Nov. 2016. ​ https://www.google.com/insidesearch/howsearchworks/algorithms.html [13] "PHP: Hypertext Preprocessor." ​ PHP: Hypertext Preprocessor ​ . Web. 30 Nov. 2016. https://secure.php.net/ [14] "Authentication, Payments and Memberships from a Single Box." ​ Login Box ​ . Web. 11 Dec.
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heal.fileFormat
pdf
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heal.recordProvider
School of Science and Technology, MSc in Information & Communication Technology Systems
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heal.publicationDate
2017-03-25
heal.abstract
Feedback systems exist in the market for a long time. Many retail stores are using similar systems in order to bring more sales, promote their business and drive customers into becoming more active and interested in their products. At the same time, feedback systems have been also used to provide a personal opinion or a recommendation about a person and their skills. This document is going to analyze the existing rating systems and more specifically LinkedIn endorsements feature, how it works and how it affects people and drives job applications and recruitments. In the analysis various flaws will be presented, that exist with the current rating systems and how the community behaves and reacts based on the existing flaws and the concept of a flawed system. Finally, the result of the analyses is a new model for rating and ranking users for their skills in order to fix the existing flaws. Although the community might say that the idea is broken beyond repair, this is a game changer introducing the concept of PageRank in combination with the ratings. The new model ranks users for their skills based on the graph itself allowing propagation of knowledge and experience as well as setting limits and bounds to the amount of experience sharing.
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heal.tableOfContents
Abstract 3 Contents 4 Introduction 6 Research disclaimer 7 Literature Review 8 Background Research 8 eBay feedback system 8 Feedback and rating systems 9 Looking for a product 9 Steps 2 - 4 10 Giving feedback 10 Looking for a product - round 2 10 Buyer feedback 11 Conclusions 11 Entire companies based on ratings 13 Rating people for their skills 14 LinkedIn, Recommendations and Endorsements 15 Flaws with endorsements 15 Endorsements are open 16 Endorsements are not controlled 16 Endorsements are not weighted 16 Conclusions 17 Endorsement psychology 17 Methodology Analysis 19 Rating people’s skills 19 Social Impact 19 Building the graph 20 Graph super-structure 21 Graph weights and values 24 Challenges 26 Initial weights 26 -4- Final node values 27 Outliers 28 Selecting population 28 Ratings visibility 28 Converge Algorithm and Tolerance 29 Node values paradox 30 The paradox 31 Solving the existing flaws 31 Endorsements are open 32 Endorsements are not controlled 32 Endorsements are not weighted 33 Implementation and Field Study 35 Web application 35 On-boarding process 36 Explore mode 38 Skill calculation 40 Connect with 3rd party services 41 Recruiters and future implementation 42 Business model 42 Future implementation 43 Results and Decision Making 44 Social impact and reactions 44 Performance and accuracy 45 Random Simulations 45 Structure-Specific Simulations 48 Simulation #5 48 Simulation #6 50 Conclusions 51 Research references 52 Future studies, implementation and global impact 52 References 53 -5-
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heal.advisorName
Tjortjis, Christos
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heal.committeeMemberName
Berberidis, Christos
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heal.committeeMemberName
Bassiliades, Nikolaos
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heal.academicPublisher
IHU
en
heal.academicPublisherID
ihu
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heal.numberOfPages
54
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