scholarly journals Supporting Named Entity Recognition and Document Classification for Effective Text Retrieval

2021 ◽  
Author(s):  
Philippe Tamla ◽  
Florian Freund ◽  
Matthias Hemmje
Keyword(s):  
Machine Learning ◽  
Knowledge Management ◽  
Management System ◽  
Named Entity Recognition ◽  
Document Classification ◽  
Knowledge Management System ◽  
Entity Recognition ◽  
Text Documents ◽  
Named Entity ◽  
Target Environment

In this research paper, we present a system for named entity recognition and automatic document classification in an innovative knowledge management system for Applied Gaming. The objective of this project is to facilitate the management of machine learning-based named entity recognition models, that can be used for both: extracting different types of named entities and classifying text documents from different sources on the Web. We present real-world use case scenarios and derive features for training and managing NER models with the Stanford NLP machine learning API. Then, the integration of our developed NER system with an expert rule-based system is presented, which allows an automatic classification of text documents into different taxonomy categories available in the knowledge management system. Finally, we present the results of two evaluations. First, a functional evaluation that demonstrates the portability of our NER system using a standard text corpus in the medical area. Second, a qualitative evaluation that was conducted to optimize the overall user interface of our system and enable a suitable integration into the target environment.

Optimalisasi Informasi Manajemen Laporan Assignment Pada Website Berbasis Content Management System

2019 ◽  
Vol 3 (2) ◽  
pp. 213-223 ◽  
Author(s):  
Untung Rahardja ◽  
Qurotul Aini ◽  
Desy Apriani ◽  
Alfiah Khoirunisa
Keyword(s):  
Management System ◽  
Content Management ◽  
Content Management System ◽  
Website Content

Seperti yang kita ketahui saat ini , Indonesia sudah memasuki era revolusi 4.0 yang mana pada era tersebut memiliki pengaruh besar terhadap perubahan yang terjadi di semua bidang. Termasuk dalam bidang pendidikan khususnya, perubahan yang terjadi di dunia pendidikan saat ini begitu pesat dengan ditinggalkannya metode belajar yang masih menggunakan cara konvensional. Mengerjakan tugas dengan buku, komunikasi tatap muka, mengumpulkan assignment dalam bentuk hardcopy, yang tentunya akan menyebabkan banyak kerugian dalam jangka waktu tertentu, seperti banyak assignment yang lama tertimbun dan sulit untuk ditemukan ketika dibutuhkan. Metode tersebut tentunya dianggap sebagai cara yang membosankan dan membuang banyak waktu, di mana mahasiswa tidak dapat mengeksplorasi dalam proses pembelajaran yang akan memakan waktu lama untuk melakukan pencarian manual untuk jumlah file yang telah dikumpulkan. Pada saat ini penerapan metode pembelajaran dengan konsep menata banyak laporan pengerjaan assignment dalam sebuah website content management system. Metode pembelajaran ini dibuat untuk memaksimalkan cara menata laporan assignment mahasiswa guna efisiensi manajemen waktu, oleh karena itu metode pembelajaran ini dapat diterapkan sebagai manajemen pendidikan di pendidikan tinggi. Diharapkan dengan adanya metode ini dapat meningkatkan manajemen waktu dalam belajar sehingga memotivasi untuk mengeksplorasi kemampuan dalam proses pembelajaran yang ada. Kata kunci: Management, Content Management System, Assignment

Conceptualising the Benefit Framework of an Enterprise Content Management System (ECMS)

2018 ◽  
Vol 15 (2) ◽  
pp. 17
Author(s):  
Mohamad Rahimi Mohamad Rosman ◽  
Mohammad Azhan Abdul Aziz
Keyword(s):  
Management System ◽  
Content Management ◽  
Extensive Review ◽  
Content Management System ◽  
Field Of Study ◽  
Factors Influencing ◽  
Digital Format ◽  
Enterprise Content Management ◽  
The Subject

Content management is an organisational effort of managing content, particularly in digital format. Although it has been over 25 years since content management was introduced, this field of study is still considered an emerging topic with unresolved issues-in particular, the subject of benefit achievement. Therefore, grounded on an extensive review of 135 articles, the purpose of this study is to investigate the benefits that organisations can gain through the proper use of an Enterprise Content Management System (ECMS). Subsequently, this paper identifies a list of ECMS benefits and proposes an ECMS benefit framework for further exploration into this field. Our result shows that although ECMS does bring benefits to organisations, these benefits are diverse; indicating that there are certain determinants or factors influencing the achievement of such benefits. Moreover, it is also found that in the context of the benefit framework of Shang and Seddon [10], three categories were found relevant to the field of content management: operational benefit, managerial benefit, and strategic benefit.

Arabic named entity recognition using optimized feature sets

2008 ◽  
Author(s):  
Yassine Benajiba ◽  
Mona Diab ◽  
Paolo Rosso
Keyword(s):  
Named Entity Recognition ◽  
Entity Recognition ◽  
Feature Sets ◽  
Named Entity
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