Improving recommendation systems using semantic technologies / (رقم التسجيلة. 84293)
[ عرض عادي ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 03132cam a2200421 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - أخر تعامل مع التسجيلة | |
| control field | 20260513123105.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220221s2022 ua a frm 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloguing agency | EG-GiCUC |
| Transcribing agency | EG-GiCUC |
| Language of cataloging | eng |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| Language code of summary or abstract | eng |
| -- | ara |
| 049 ## - Acquisition Source | |
| Acquisition Source | Deposite |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 600 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) | |
| Classification number | 600 |
| Edition number | 21 |
| 097 ## - Degree | |
| Degree | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Local Call Number | Cai01.20.04.M.Sc.2022.Di.I |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Authority record control number or standard number | Dina Mohamed Kamal Atito |
| Preparation | preparation. |
| 245 10 - TITLE STATEMENT | |
| Title | Improving recommendation systems using semantic technologies / |
| Statement of responsibility, etc. | Dina Mohamed Kamal Atito ; Supervised Hoda Mokhtar Omar Mokhtar , Ayman Ramadan Elkilany. |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | تحسين أنظمة التوصية بإستخدام التكنولوجيا الدلالية |
| 264 #0 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | 2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 65 pages : |
| Other physical details | illustrations ; |
| Dimensions | 30 cm+ |
| Accompanying material | CD |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rda content |
| 337 ## - MEDIA TYPE | |
| Media type term | Unmediated |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Source | rdacarrier |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Cairo University - Faculty of Computers and Artificial intelligence - Department of Information Systems |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Bibliography: pages 69-75. |
| 520 #3 - SUMMARY, ETC. | |
| Summary, etc. | Recommendation systems are algorithms that aim to predict the users' needs and automatically suggest the most relevant items to the users. Recommender systems are becoming increasingly popular in our daily lives and applied in different domains to facilitate finding relevant and interesting items to the users. In the academic domain, the academic article recommendation systems have gained a lot of interest as an effective tool to suggest relevant articles for researchers according to their interests. An explicit identification of the topics of interest from the contents of academic articles that the researchers have authored, downloaded, or read has been always a challenging task. Accurate articles recommendation relies on the true identification of researchers{u2018} interests which is affected by the quality of the article's textual representation. In this thesis, we aim to improve the results of the academic recommendation system by enhancing the representation of the article and consequently enhancing the quality of the recommendation. In order to improve the representation of the articles, we focus on the semantic approaches to represent the words' semantic meanings rather than their syntactic representation only. In this thesis, two semantic representation models are proposed for articles representation, both models have been applied in the academic articles recommendation process |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Issues CD | Issued also as CD |
| 546 ## - LANGUAGE NOTE | |
| Text Language | Text in English and abstract in Arabic & English. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | LDA |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Latent Dirichlet Allocation(LDA) |
| -- | Recommendation Systems |
| -- | Word2vec |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ayman Ramadan Elkilany |
| Relator term | thesis advisor. |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hoda Mokhtar Omar Mokhtar |
| Relator term | thesis advisor. |
| 900 ## - Thesis Information | |
| Grant date | 01-01-2022 |
| Supervisory body | Hoda Mokhtar Omar Mokhtar |
| -- | Ayman Ramadan Elkilany |
| Universities | Cairo University |
| Faculties | Faculty of Computers and Artificial intelligence |
| Department | Department of Information Systems |
| 905 ## - Cataloger and Reviser Names | |
| Cataloger Name | Nazla |
| Reviser Names | Revisor |
| 905 ## - Cataloger and Reviser Names | |
| Cataloger Name | Shimaa |
| Reviser Names | 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 | Home library | Current library | Date acquired | Inventory number | Full call number | Barcode | Date last seen | Effective from | Koha item type | Copy number |
|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | قاعة الرسائل الجامعية - الدور الاول | 11.02.2024 | 85462 | Cai01.20.04.M.Sc.2022.Di.I | 01010110085462000 | 22.09.2023 | 22.09.2023 | Thesis | |
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | 13818004 | Cai01.20.04.M.Sc.2022.Di.I | 01020110085462000 | 22.09.2023 | 22.09.2023 | CD - Rom | 85462.CD |