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A Framework based on Geo-Information Neural System (GINS) for Predicting Remaining Life of Heritage Buildings Assets
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 58 - Number 7 |
| Year of Publication: 2012 |
| Authors: Ahmed Abou El-fetouh, Hana Mohamed, Mohamed Shawky |
10.5120/9292-3506
|
Ahmed Abou El-fetouh, Hana Mohamed, Mohamed Shawky . A Framework based on Geo-Information Neural System (GINS) for Predicting Remaining Life of Heritage Buildings Assets. International Journal of Computer Applications. 58, 7 ( November 2012), 5-11. DOI=10.5120/9292-3506
Abstract
Preservation of cultural heritage of a community is essential to its identity and its transmission to future generations. Some prevention methods have been introduced for the preservation of cultural heritages such as buildings, monuments, structures, sites. These are based on basic principles and methodologies which are developed by experts from different areas. The main objective of this study is to predict remaining life for heritage buildings through study the influence different geographic factors. These factors may be traffic, air pollution and destructive events that causing heavy damage like earthquakes, fire or war etc. All these factors threaten and destroy the heritage buildings and thus reduce its life. In this paper we discuss the integration between three technologies for preservation of Architecture Heritage at two stages. First stage, represent the integration between Geographic Information Systems and 3D Modeling technique. Through build 3D model to produce more realistic and detailed environment for preservation of heritage building and add to GIS database for spatial analysis. Second stage, Artificial Neural Networks is used to build the prediction model using the resulting data from first stage. The predicted results will then represented visually using 3D Modeling technique. Keywords
References
- Zaide DURAN, Caner GÜNEY, Assoc. Prof. Dursun Z. SEKER andProf. Gonul TOZ, Turkey. 2002: Using GIS Technology for the Documentation of Historical Monuments, FIG XXII International Congress Washington, D. C. USA.
- Hasan YILDIZ, M. Umit GUMUSAY. 2011:3D Modeling Of The Çukursaray (The Hollow Palace), Istanbul – Turkey And Its Application For Campus Information System, International CIPA Symposium, September 12-16 .
- http://www. giscenter. gov. eg/sca-archaeological-sites/egypt-map/ad-daqahliyyah/islamic/muhammad-bik-ash-shinnawi-palace?func=slideshow
- Franca RESTUCCIA1, Mariateresa GALIZIA1, Cettina SANTAGATI1. 2011: A GIS For Knowing, Managing, Preserving Catania's Historical Architectural Heritage,The International Committee for Documentation of Cultural Heritage (CIPA), December.
- Ahmed LoaiAli , Osman Hegazy , MohammedNourEldien . 2010:A Framework for integration between Artificial Neural Network & Geographical Information System, Slum prediction as the case study, International Journal of Electrical & Computer Sciences IJECS-IJENS Vol: 10 No: 01, February.
- Maria Daniela Tantillo. 2007: GIS Application in Archaeological Site Of Solunto, XXI International CIPA Symposium, 01-06 October, Athens, Greece.
- Jeff Thurston. 2002: GIS& Artificial Neural Networks: Does Your GIS Think? , GISCafe. com, January.
- F. Karsli a, *, E. Ayhan a, E. Tunc a2005: Building 3d Photo-Texture Model Integrated With GIS For Architectural Heritage Conservation, The International Committee for Documentation of Cultural Heritage (CIPA), September.
- S. Günay a. 2007: Spatial Information System For Conservation Of Historic Buildings Case Study: Do_Anlar Church _Zm_R, Volume XXXVI-5/C53, 2007 Proceedings of the 21st CIPA symposium AntiCIPAting the future of the cultural past, October 1-6.
- Tunc E. , Karsli F. , Ayhan E. 2004:3d City Reconstruction By Different Technologies To Manage And Reorganize The Current Situation,XXth ISPRS Congress Technical Commission IV, Turkey, July 12-23.
- Abdul GhaniSarip. 2005: Integrating Artificial Neural Networks And GIS For Single Property Valuation, PRRES Conference, January.
- ChanguiPeng1 and Xuezhi Wen2. 1999: Recent Applications of Artificial Neural Networks in Forest ResourceManagement: An Overview,In: U. Corté and M. Sànche-Marrè (Eds. ). Environmental Decision Support Systems and Artificial Intelligence. pp. 15-22, AAAI Technical Reports WS-99-07, AAAI Press, Menlo Park, CA.
- FatimaZohraYounsi*,DjamilaHamdadou*, KarimBouamrane*. 2008: A Decision-Making Model For Territory Planning: Integration Of GIS And Artificial Neural Networks.
- Z. Durana, A. GaragonDogrub, G. Toz a. 2005 :Cultural Heritage Preservation Using Internet-Enabled GIS ,The International Committee for Documentation of Cultural Heritage(CIPA),September
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