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Fusion of inconsistent integrated data using source qualifications / (Record no. 64327)

MARC details
000 -LEADER
fixed length control field 02902cam a2200313 a 4500
003 - CONTROL NUMBER IDENTIFIER
control field EG-GiCUC
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 171231s2017 ua 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.2017.Re.F
100 0# - MAIN ENTRY--PERSONAL NAME
Personal name Reham Ibrahim Abdelmonem Ibrahim
245 10 - TITLE STATEMENT
Title Fusion of inconsistent integrated data using source qualifications /
Statement of responsibility, etc. Reham Ibrahim Abdelmonem Ibrahim ; Supervised Ali Hamed Elbastawissy , Mohamed Medhat Elwakil
246 15 - VARYING FORM OF TITLE
Title proper/short title استخدام مؤهلات المصادر لدمج البيانات الغير متناسقة
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Cairo :
Name of publisher, distributor, etc. Reham Ibrahim Abdelmonem Ibrahim ,
Date of publication, distribution, etc. 2017
300 ## - PHYSICAL DESCRIPTION
Extent 139 Leaves ;
Dimensions 30cm
502 ## - DISSERTATION NOTE
Dissertation note Thesis (M.Sc.) - Cairo University - Faculty of Computer and Information - Department of Information Systems
520 ## - SUMMARY, ETC.
Summary, etc. The need to access information found in multiple, distributed and heterogeneous data sources and obtaining it in a uniform way with high quality is increasing, as high quality means better decisions and accurate and reliable processes. Data integration (DI) is a process in which data desired for answering a query is collected from distributed and heterogeneous data sources and provided to users in a single form. Each source has a set of local constraints and quality properties (quality measures) such as accuracy, completeness, timeliness, validity, response time and cost of access which can be utilized in improving the query processing. Query answers of the data integration system can be improved by evaluating the quality of the data sources, according to their quality measures and constraints then retrieving results from the important ones only. Query answers of the data integration system can be also improved by ranking them according to the quality level required by user in query and presented them at a reasonable time. The contribution of this thesis is a data integration framework to improve the outputs of the data integration systems, especially when some of the data sources contain dirty data and when the number of data sources is big. The framework built on "both as view (BAV)", a mapping technique, which considered the best mapping technique as it doesn{u2019}t have any of the disadvantages of both "global as view (GAV)" and "local as view (LAV)" mapping techniques. The framework allows admission of integrity constraints in the global schema and local schemas for providing consistent answers. The framework based on calculating and storing a set of quality measures of data sources
530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE
Additional physical form available note Issued also as CD
653 #4 - INDEX TERM--UNCONTROLLED
Uncontrolled term Data Integration
653 #4 - INDEX TERM--UNCONTROLLED
Uncontrolled term Data quality
653 #4 - INDEX TERM--UNCONTROLLED
Uncontrolled term Data sources
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name Ali Hamed Elbastawissy ,
Relator term
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name Mohamed Medhat Elwakil ,
Relator term
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
Holdings
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.2017.Re.F 01010110073962000 22.09.2023 Thesis  
Dewey Decimal Classification   المكتبة المركزبة الجديدة - جامعة القاهرة مخـــزن الرســائل الجـــامعية - البدروم 11.02.2024 Cai01.20.04.M.Sc.2017.Re.F 01020110073962000 22.09.2023 CD - Rom 73962.CD