Parallel Co-location pattern mining in cloud computing environment for gis application / (Record no. 60129)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02581cam a2200337 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223031659.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 170307s2016 ua o f m 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EG-GiCUC |
| Language of cataloging | eng |
| Transcribing agency | EG-GiCUC |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | Deposite |
| 097 ## - Thesis Degree | |
| Thesis Level | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | Cai01.20.04.M.Sc.2016.Em.P |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Eman Mahmoud Refaye Mohammed |
| 245 10 - TITLE STATEMENT | |
| Title | Parallel Co-location pattern mining in cloud computing environment for gis application / |
| Statement of responsibility, etc. | Eman Mahmoud Refaye Mohammed ; Supervised Osman Hegazy , Mohamed Nour Eldien |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | التنقيب المتوازى عن الانماط المشاركة مكانيا فى بيئة الحوسبة السحابية لتطبيقات نظم المعلومات الجغرافية |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Eman Mahmoud Refaye Mohammed , |
| Date of publication, distribution, etc. | 2016 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 98 Leaves : |
| Other physical details | photographs ; |
| Dimensions | 25cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Cairo University - Faculty of Computers and Information - Department of Information Systems |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Spatial data mining become one of the important areas because of the rapid evolution in technology which leads in big spatial data. Co-locations pattern mining is an interesting and important issue in spatial data mining area which discovers the subsets of features whose events are frequently located together in geographic space. Spatial proximity is the important concept to determine the colocation patterns from massive data. The computation of co-location pattern discovery is very expensive with big data volume and nearby existence of neighborhoods. Different approaches have been developed as a solutions to overcome the spatial Co-location mining drawbacks. In this thesis, a new framework has been proposed for Co-location pattern mining process take the benefits of parallel processing models, in particular, MapReduce framework in finding the frequently constraint neighbor Co-located patterns. The proposed framework based on Hadoop MapReduce model has achieved high performance and efficient framework solution for big data processing on clusters of machines in the process of spatial mining. The experimental results of the proposed framework shows scalable and efficient computational performance |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Co- location pattern |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Gis application |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Spatial data mining |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Mohamed Nour Eldien , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Osman Hegazy , |
| Relator term | |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://172.23.153.220/th.pdf">http://172.23.153.220/th.pdf</a> |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Nazla |
| Reviser | Revisor |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Samia |
| Reviser | Cataloger |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Thesis |
| Source of classification or shelving scheme | Not for loan | Home library | Current library | Date acquired | Full call number | Barcode | Date last seen | Koha item type | Copy number |
|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | قاعة الرسائل الجامعية - الدور الاول | 11.02.2024 | Cai01.20.04.M.Sc.2016.Em.P | 01010110071236000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.20.04.M.Sc.2016.Em.P | 01020110071236000 | 22.09.2023 | CD - Rom | 71236.CD |