Integrated model for enhancing Arabic named entity recognition / (Record no. 60480)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02733cam a2200325 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223031710.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 170401s2016 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 | Cai01.20.03.M.Sc.2016.Ha.I |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Hamzah Ahmed Abdurab Alsayadi |
| 245 10 - TITLE STATEMENT | |
| Title | Integrated model for enhancing Arabic named entity recognition / |
| Statement of responsibility, etc. | Hamzah Ahmed Abdurab Alsayadi ; Supervised Abeer Mohammed Elkorany |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | نموذج متكامل لتحسين التعرف على كينونة الأسماء العربية |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Hamzah Ahmed Abdurab Alsayadi , |
| Date of publication, distribution, etc. | 2016 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 104 Leaves : |
| Other physical details | charts ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Cairo University - Faculty of Computers and Information - Department of Computer Science |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Named entity recognition (NER) is currently an essential research area that supports many tasks in natural language processing (NLP). Its goal is to find a solution to improve the accuracy of named entities identification. There are many application of NLP depending on NER such information retrieval (IR), machine translation (MT), question answering (QA), etc. Several models were widely used for NER such as: Ruled based, machine learning (ML), and hybrid models. Different techniques were applied for NER, for example, in ML conditional random fields (CRF), support vector machine (SVM), and maximum entropy (ME) have been considered as mostly used techniques. Arabic language has a special orthography and a complex morphology which bring new challenges to the NER task to be investigated. Several researchers studied Arabic NER in order to achieve high accuracy as well as giving a detailed error analysis and results discussion so as to make the study beneficial to the research community. This work presents an integrated model for Arabic named entity recognition (ANER) problem. The basic idea of that model is to combine linguistic rules, ML based techniques and semantic features of Arabic language in order to enhance the accuracy of ANER. The proposed model focused on recognizing three types of named entities: person, organization and location. The basic idea of that model is to combine several linguistic features and to utilize syntactic dependencies to infer semantic relations between named entities |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Arabic named entity recognition |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Conditional random fields |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Domain ontology |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Abeer Mohammed Elkorany , |
| 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 | Cai01.20.03.M.Sc.2016.Ha.I | 01010110071409000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.20.03.M.Sc.2016.Ha.I | 01020110071409000 | 22.09.2023 | CD - Rom | 71409.CD |