Arabic Medical Entity Tagging Using Distant Learning In A Multilingual Framework
| المصدر: | مجلة جامعة الملك سعود - علوم الحاسب والمعلومات |
|---|---|
| الناشر: | جامعة الملك سعود |
| المؤلف الرئيسي: | Cotik, Viviana (Author) |
| مؤلفين آخرين: | Rodriguez, Horacio (Co-Author) , Vivaldi, Jorge (Co-Author) |
| المجلد/العدد: | مج29, ع2 |
| محكمة: | نعم |
| الدولة: |
السعودية |
| التاريخ الميلادي: |
2017
|
| الصفحات: | 204 - 211 |
| DOI: |
10.33948/0584-029-002-009 |
| ISSN: |
1319-1578 |
| رقم MD: | 974125 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | science |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Semantic Tagging | Multilingual | Medical Domain | Arabic Natural Language Processing
|
| رابط المحتوى: |
| LEADER | 02031nam a22002537a 4500 | ||
|---|---|---|---|
| 001 | 1716952 | ||
| 024 | |3 10.33948/0584-029-002-009 | ||
| 041 | |a eng | ||
| 044 | |b السعودية | ||
| 100 | |9 525352 |a Cotik, Viviana |e Author | ||
| 245 | |a Arabic Medical Entity Tagging Using Distant Learning In A Multilingual Framework | ||
| 260 | |b جامعة الملك سعود |c 2017 | ||
| 300 | |a 204 - 211 | ||
| 336 | |a بحوث ومقالات |b Article | ||
| 520 | |b A semantic tagger aiming to detect relevant entities in Arabic medical documents and tagging them with their appropriate semantic class is presented. The system takes profit of a Multilingual Framework covering four languages (Arabic, English, French, and Spanish), in a way that resources available for each language can be used to improve the results of the others, this is specially important for less resourced languages as Arabic. The approach has been evaluated against Wikipedia pages of the four languages belonging to the medical domain. The core of the system is the definition of a base tagset consisting of the three most represented classes in SNOMED-CT taxonomy and the learning of a binary classifier for each semantic category in the tagset and each language, using a distant learning approach over three widely used knowledge resources, namely Wikipedia, Dbpedia, and SNOMED-CT. | ||
| 653 | |a اللغة العربية |a المصطلحات الطبية |a التعدد اللغوي | ||
| 692 | |b Semantic Tagging |b Multilingual |b Medical Domain |b Arabic Natural Language Processing | ||
| 700 | |9 525354 |a Rodriguez, Horacio |e Co-Author | ||
| 700 | |9 525357 |a Vivaldi, Jorge |e Co-Author | ||
| 773 | |c 009 |e Journal of King Saud University (Computer and Information Sciences) |f Maǧalaẗ ǧamʼaẗ al-malīk Saud : ùlm al-ḥasib wa al-maʼlumat |l 002 |m مج29, ع2 |o 0584 |s مجلة جامعة الملك سعود - علوم الحاسب والمعلومات |v 029 |x 1319-1578 | ||
| 856 | |u 0584-029-002-009.pdf | ||
| 930 | |d y |p y | ||
| 995 | |a science | ||
| 999 | |c 974125 |d 974125 | ||
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