Penerapan Question Answering System Pada Pembahasan Agama Islam Dengan Pendekatan Metode Pattern Based
DOI:
https://doi.org/10.30865/mib.v2i4.949Abstract
Islam has 25 prophets as guidelines for human life, documents containing information about the stories of the lives of the prophets during their lifetime. This study aims to build a more specific question and answer system by generating relevant answers not in the form of documents. Question Answering System is able to overcome problems in the Question and answer system, information retrieval systems where the answers issued are correct with responses to requests submitted, not in the form of documents that may contain answers. This study uses the Pattern Based method as extracting sentence pieces which are the answers to find answers that match the patterns that have been made. The selection of datasets causes a number of questions that can be submitted to be limited to information stored in the data itself. Besides that, questions are also limited in the form of Question words that are Factoid, namely Who, when, where, what and how. Accuracy results obtained using the Pattern Based method on Question Answering System are 39.36%.
References
Gunawan dan Gita Lovina “QUESTION ANSWERING SYSTEM DAN PENERAPANNYA PADA ALKITABâ€.
Hirschman, L, dan Gaizauskas, R, Natural language question asnwring: the view from here. 2001. Cambrige University Press, United Kingdom.
Bintang Kristina Situmorang “Analisis Question Answering System pada dokumen Bahasa Indonesia Menggunakan Pattern Based Approachâ€.
H. T. a. M. Adriani, "Pattern Based Approach in Indonesian Question Answering System" 2010.
Abdelghani BOUZIANE, Djelloul BOUCHIHA, Noureddine DOUMI and Mimoun MALKI “Question Answering Systems: Survey and Trendsâ€.
Hapnes Toba and Mirna Adriani “Pattern Based Indonesian Question Answering Systemâ€.
Junichi Fukumoto, Noriaki Aburai, dan Ryosuke Yamanishi “Interactive Document Expansion for Answer Extraction of Question Answering Systemâ€.
Amit Mishra, dan Sanjay Kumar Jain â€A survey on Question Answering Systems with classificationâ€.
Sanjay K Dwivedi, dan Vaishali Singh “Research and reviews in Question Answering Systemâ€.
Kartina “Analisis Pertanyaan Berbahasa Indonesia Pada Question Answering Systemâ€.
Wibisono, Yudi. NER (Named Entity Recognition) dengan anaGo (Python Keras) https://yudiwbs.wordpress.com/2018/03/29/ner-named-entity-recognition-dengan-anago-python-keras/. Diakses pada 16 juli 2018
Downloads
Published
Issue
Section
License

This work is licensed under a Creative Commons Attribution 4.0 International License
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (Refer to The Effect of Open Access).