Hilatsa : (Record no. 80819)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02527cam a2200337 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223032733.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210506s2021 ua d 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 | Cai01.13.06.M.Sc.2021.Ka.H |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kariman Mahmoud Hamouda Elshakankery |
| 245 10 - TITLE STATEMENT | |
| Title | Hilatsa : |
| Remainder of title | A hybrid incremental learning approach for arabic tweets sentiment analysis / |
| Statement of responsibility, etc. | Kariman Mahmoud Hamouda Elshakankery ; Supervised Magda Bahaa ElDin Fayek , Mona Farouk Ahmed |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | منهج تعليمى تراكمى هجين لتحليل المشاعر فى التغريدات باللغة العربية |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Kariman Mahmoud Hamouda Elshakankery , |
| Date of publication, distribution, etc. | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 67 P . : |
| Other physical details | charts ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Computer Engineering |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Sentiment analysis (SA) is the process of analyzing writers{u2019} opinions, emotions and attitudes from documents and determining whether they are positive, negative or neutral. It is used for many reasons as developing product quality, adjusting market strategy and improving customer services. Since the evolution in technology and the tremendous growth of social networks, a huge amount of data is generated. In spite of the availability of data, there is a lack of tools and resources. Though Arabic is a popular language, there are too few dialectal Arabic analysis tools. This is because of the many challenges in Arabic due to its morphological complexity and its dynamic nature. Approaches used to classify the opinions are categorized into lexicon based, machine based and hybrid based approach. This thesis introduces a semi-automatic learning system for sentiment analysis that is capable of updating the lexicon in order to be up to date with language changes. It is a hybrid approach which combines both lexicon based and machine learning approaches in order to identify Arabic tweets sentiments polarities. It proved to be able to cope with the dynamic nature and improved the accuracy by 17.55% |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Hybrid Approach |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Opinion Mining |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Sentiment Analysis |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Magda Bahaa ElDin Fayek , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Mona Farouk Ahmed , |
| 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 | Amira |
| Reviser | Cataloger |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Nazla |
| Reviser | Revisor |
| 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 | Cai01.13.06.M.Sc.2021.Ka.H | 01010110083375000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.13.06.M.Sc.2021.Ka.H | 01020110083375000 | 22.09.2023 | CD - Rom | 83375.CD |