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Web-based Multiuser 3D Room Layout System Using Interactive Evolutionary Computation with Conjoint Analysis

Authors:

Ryuya Akase,

Yoshihiro OkadaAuthors Info & Claims

VINCI '14: Proceedings of the 7th International Symposium on Visual Information Communication and Interaction

Pages 178 - 187

https://doi.org/10.1145/2636240.2636849

Published: 05 August 2014 Publication History

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Abstract

In this paper, the authors propose a web-based 3D room layout system supporting the user preferences. To simulate the furniture and office layout, 3D layout systems are commonly used. However, generating 3D room layouts is a very time-consuming task because it needs complicated manual operations and much technical knowledge. Therefore, we need any tools that help us to easily generate 3D room layouts. The authors have been developing a 3D room layout system that has the following features:

1. Analysis of user preference (Conjoint analysis).

2. Optimization of 3D room layouts based on Interactive Evolutionary Computation (IEC).

Although IEC is useful for applying the user preferences to the solution, there is a problem about the tiredness of user evaluation operations of IEC process because of the large search space of solutions. To cope with this problem, the authors adopted a prediction method for shrinking the search space and employed a multiscreen interface for reducing the tiredness of each user. In this paper, the authors also justify the usefulness of the system from the experimental results.

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Cited By

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Akase ROkada Y(2024)3D Room Layout System Using IEC (Interactive Evaluational Computation)Encyclopedia of Computer Graphics and Games10.1007/978-3-031-23161-2_34(37-51)Online publication date: 5-Jan-2024
https://doi.org/10.1007/978-3-031-23161-2_34
Berseth GHaworth BUsman MSchaumann DKhayatkhoei MKapadia MFaloutsos P(2021)Interactive Architectural Design with Diverse Solution ExplorationIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2019.293896127:1(111-124)Online publication date: 1-Jan-2021
https://doi.org/10.1109/TVCG.2019.2938961
Yuan JAbdul-Rashid HLi B(2021)A survey of recent 3D scene analysis and processing methodsMultimedia Tools and Applications10.1007/s11042-021-10615-7Online publication date: 27-Feb-2021
https://doi.org/10.1007/s11042-021-10615-7
Show More Cited By

Index Terms

Web-based Multiuser 3D Room Layout System Using Interactive Evolutionary Computation with Conjoint Analysis
1. Computing methodologies
2. Theory of computation
  1. Randomness, geometry and discrete structures
    1. Computational geometry

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Published In

VINCI '14: Proceedings of the 7th International Symposium on Visual Information Communication and Interaction

August 2014

262 pages

ISBN:9781450327657

DOI:10.1145/2636240

Editor:
Tony Huang,
General Chairs:
Tomasz Bednarz,
Weidong Huang,
Program Chairs:
Quang Vinh Nguyen,
Yingcai Wu

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 05 August 2014

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VINCI '14: The 7th International Symposium on Visual Information Communication and Interaction

August 5 - 8, 2014

Sydney NSW, Australia

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VINCI '14 Paper Acceptance Rate 21 of 62 submissions, 34%;

Overall Acceptance Rate 71 of 193 submissions, 37%

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Akase ROkada Y(2024)3D Room Layout System Using IEC (Interactive Evaluational Computation)Encyclopedia of Computer Graphics and Games10.1007/978-3-031-23161-2_34(37-51)Online publication date: 5-Jan-2024
https://doi.org/10.1007/978-3-031-23161-2_34
Berseth GHaworth BUsman MSchaumann DKhayatkhoei MKapadia MFaloutsos P(2021)Interactive Architectural Design with Diverse Solution ExplorationIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2019.293896127:1(111-124)Online publication date: 1-Jan-2021
https://doi.org/10.1109/TVCG.2019.2938961
Yuan JAbdul-Rashid HLi B(2021)A survey of recent 3D scene analysis and processing methodsMultimedia Tools and Applications10.1007/s11042-021-10615-7Online publication date: 27-Feb-2021
https://doi.org/10.1007/s11042-021-10615-7
TAKENOUCHI HTOKUMARU M(2019)Interactive Evolutionary Computation System with User Gaze InformationInternational Journal of Affective Engineering10.5057/ijae.IJAE-D-18-0002618:3(109-116)Online publication date: 2019
https://doi.org/10.5057/ijae.IJAE-D-18-00026
Erculiani LDragone PTeso SPasserini A(2019)Automating Layout Synthesis with Constructive Preference ElicitationMachine Learning and Knowledge Discovery in Databases10.1007/978-3-030-10997-4_16(254-270)Online publication date: 18-Jan-2019
https://doi.org/10.1007/978-3-030-10997-4_16
Nomura KFukumoto M(2018)Music Melodies Suited to Multiple Users' Feelings Composed by Asynchronous Distributed Interactive Genetic AlgorithmInternational Journal of Software Innovation10.4018/IJSI.20180401036:2(26-36)Online publication date: Apr-2018
https://doi.org/10.4018/IJSI.2018040103
Nomura KFukumoto M(2017)Distance analysis of music melodies created by distributed interactive GA2017 International Conference on Biometrics and Kansei Engineering (ICBAKE)10.1109/ICBAKE.2017.8090621(80-83)Online publication date: Sep-2017
https://doi.org/10.1109/ICBAKE.2017.8090621
Akase ROkada Y(2017)User Evaluation Prediction Models Based on Conjoint Analysis and Neural Networks for Interactive Evolutionary ComputationApplied Computing and Information Technology10.1007/978-3-319-51472-7_7(91-104)Online publication date: 15-Mar-2017
https://doi.org/10.1007/978-3-319-51472-7_7
Fukumoto MHatanaka T(2016)Parallel distributed Interactive Genetic Algorithm for composing music melody suited to multiple users' feelings2016 IEEE/ACIS 15th International Conference on Computer and Information Science (ICIS)10.1109/ICIS.2016.7550862(1-6)Online publication date: Jun-2016
https://doi.org/10.1109/ICIS.2016.7550862
Akase ROkada Y(2015)3D Room Layout System Using IEC (Interactive Evaluational Computation)Encyclopedia of Computer Graphics and Games10.1007/978-3-319-08234-9_34-1(1-17)Online publication date: 18-Dec-2015
https://doi.org/10.1007/978-3-319-08234-9_34-1

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Grid Layout Generator Using Interactive Evolutionary Computation

Automatic 3D Furniture Layout Based on Interactive Evolutionary Computation

Interactive Evolutionary Computation-Based Hearing Aid Fitting

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