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      Computational Model for Webpage Aesthetics using SVM

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      proceedings-article
      Author(s): ,
      Publication date (Print):
      Conference name: Proceedings of the 31st International BCS Human Computer Interaction Conference (HCI 2017) (HCI)
      Conference theme: digital make-believe, with delegates considering our expansive
      Conference date: 3 - 6 July 2017
      Keywords: Computational Model, Aesthetics Prediction, Support Vector Machine, Empirical Study, Classification, ANOVA
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            Abstract

            Content

            Author and article information

            Contributors
            Ranjan Maity
            Samit Bhattacharya
            Conference
            Publication date: July 2017
            Publication date (Print): July 2017
            Pages: 1-5
            Affiliations
            [0001]Department of Computer Science and Engineering Department of Computer Science and Engineering

            Indian Institute of Technology, Guwahati Indian Institute of Technology, Guwahati

            Guwahati - 781039, Assam,India
            Article
            DOI: 10.14236/ewic/HCI2017.8
            SO-VID: 64e3ca12-4276-414d-82c4-f9e8835549b5
            Copyright © © Maity et al. Published by BCS Learning and Development Ltd. Proceedings of British HCI 2017 – Digital Make-Believe. Sunderland, UK.
            License:

            This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

            Conference name: Proceedings of the 31st International BCS Human Computer Interaction Conference (HCI 2017)
            Conference acronym: HCI
            Conference number: 31
            Conference location: Sunderland, UK
            Conference date: 3 - 6 July 2017
            Conference sponsor: Electronic Workshops in Computing (eWiC)
            Conference theme: digital make-believe, with delegates considering our expansive
            History
            Product

            1477-9358 BCS Learning & Development

            Self URI (article page): https://www.scienceopen.com/hosted-document?doi=10.14236/ewic/HCI2017.8
            Self URI (journal page): https://ewic.bcs.org/
            Categories
            Series title: Electronic Workshops in Computing

            ScienceOpen disciplines: Applied computer science,Computer science,Security & Cryptology,Graphics & Multimedia design,General computer science,Human-computer-interaction
            Keywords: Computational Model,Aesthetics Prediction,Support Vector Machine,Empirical Study,Classification,ANOVA

            REFERENCES

            1. 2013 Semi-Supervised Learning based Aesthetic Classifier for Short Animations Embedded in Web Pages. INTERACT 2013 728 745

            2. 1995 Support-Vector Networks, Machine Learning, 20 3 273 297

            3. 1997 The Essential Guide to User Interface Design: An Introduction to GUI Design Principles and Techniques. John Wiley Sons Inc

            4. 2015 A Non-linear Regression Model to Predict Aesthetics Ratings of On-Screen Images OZCHI 2015 44 52

            5. 2003 Modelling Interface Aesthetics. Information Sciences, 152 25 46

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