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Automatic Annotation and Text Categorization of Marketing Management Document Corpus

المصدر: مجلة جامعة الزيتونة
الناشر: جامعة الزيتونة
المؤلف الرئيسي: Casteleiro, Mercedes Arguello (Author)
مؤلفين آخرين: Abusa, Mukhtar (Co-Author)
المجلد/العدد: ع15
محكمة: نعم
الدولة: ليبيا
التاريخ الميلادي: 2015
الشهر: سبتمبر
الصفحات: 94 - 117
DOI: 10.35778/1742-000-015-033
ISSN: 2523-1006
رقم MD: 841153
نوع المحتوى: بحوث ومقالات
اللغة: الإنجليزية
قواعد المعلومات: EcoLink, EduSearch, IslamicInfo, HumanIndex
مواضيع:
كلمات المؤلف المفتاحية:
Marketing management Document | text categorisation | automatic annotation | Semantic Web technologies | Web-based application
رابط المحتوى:
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024 |3 10.35778/1742-000-015-033 
041 |a eng 
044 |b ليبيا 
100 |9 451481  |a Casteleiro, Mercedes Arguello  |e Author 
245 |a Automatic Annotation and Text Categorization of Marketing Management Document Corpus 
260 |b جامعة الزيتونة  |c 2015  |g سبتمبر 
300 |a 94 - 117 
336 |a بحوث ومقالات  |b Article 
520 |b The ever-evolving field of marketing management possesses an ever¬-growing lexicon, which aspires to capture the new trends and processes in the field. Neologisms constantly emerge and they can be widespread across marketing management publications before proper terminological resources can have the time to acknowledge and add them. \ Although automated text processing is highly desirable; it can be easily hampered, as it is possible to find sets of words with different form that have the same meaning. Therefore, detecting the marketing management topics mentioned in a document and annotating them accordingly, it is a burdensome task performed by marketing management experts and trained terminologists that cannot be easily delegated to computers. \ This paper exemplifies the use of Web services for automatic annotation and text categorisation of highly specialised documents in the field of marketing management. \ The approach presented outlines how Semantic Web technologies can be crucial to obtain a Web-based application that easily deals with terminological background knowledge. \ The annotation application developed and presented in this paper is based on Web services and considers three types of annotations: Dublin Core annotation, thesaurus annotation, and ontology-based annotation. \ To validate the proposal, the research makes use of a marketing management document corpus that contains documents in different formats. The paper provides details of the evaluation performed for this corpus.\  
653 |a إدارة التسويق  |a تكنولوجيا المعلومات  |a التسويق الإلكتروني 
692 |b Marketing management Document  |b text categorisation  |b automatic annotation  |b Semantic Web technologies  |b Web-based application 
700 |9 450815  |a Abusa, Mukhtar  |e Co-Author 
773 |4 العلوم الإنسانية ، متعددة التخصصات  |4 العلوم الاجتماعية ، متعددة التخصصات  |6 Humanities, Multidisciplinary  |6 Social Sciences, Interdisciplinary  |c 033  |e Azzaytuna University Journal  |f Mağallaẗ ğāmiʿaẗ al-Zaytūnaẗ  |l 015  |m ع15  |o 1742  |s مجلة جامعة الزيتونة  |v 000  |x 2523-1006 
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930 |d y  |p y 
995 |a EcoLink 
995 |a EduSearch 
995 |a IslamicInfo 
995 |a HumanIndex 
999 |c 841153  |d 841153 

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