Skip to main content

2018 | OriginalPaper | Buchkapitel

Support of Existing Chatbot Development Framework for Arabic Language: A Brief Survey

verfasst von : Eman Saad AL-Hagbani, Mohammad Badruddin Khan

Erschienen in: 5th International Symposium on Data Mining Applications

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Technological development is known to support many fields in opening new channels to interact with users and website visitors. Highly intelligent applications such as Chatbots are the future, which are used to add a value to the user’s experience in various domains not limited to e-commerce, gaming or education sectors. The main role of these Chatbots is to simulate human conversation to answer the users’ questions and fulfill their needs using artificial intelligent algorithms, natural language processing techniques and knowledge base. In recent years, number of different Chatbots were deployed to accomplish different goals in order to help companies to increase their sales and profits. Due to rapid changing environment and increasing demand, Chatbot development frameworks and platforms were created to assist people without any technical background to build a Chatbot easily and rapidly. But in the Arabic world, comparatively less attention has been given to this area where Chatbot applications are still in the beginning stage and immature due to number of reasons including the complexity of Arabic language. This paper presents the review of some existing Chatbot development frameworks and platforms and their support for Arabic language and discusses their support level for the developer in building the Arabic Chatbot as compared to support for other languages like English and French.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Dohrmann, E., Hügi, J., Scheurer, N., Trummer, A., Schneider, R., Christine, E.: Bridging the virtual and the physical space: Kornelia - a chatbot for public libraries. In: BOBCATSSS (2010) Dohrmann, E., Hügi, J., Scheurer, N., Trummer, A., Schneider, R., Christine, E.: Bridging the virtual and the physical space: Kornelia - a chatbot for public libraries. In: BOBCATSSS (2010)
2.
Zurück zum Zitat Kurdi, H., Alkhaider, S., Alfaifi, N.: Development and evaluation of a web based question answering system for Arabic language. Int. J. Natural Lang. Comput. 3(2), 12–32 (2014)CrossRef Kurdi, H., Alkhaider, S., Alfaifi, N.: Development and evaluation of a web based question answering system for Arabic language. Int. J. Natural Lang. Comput. 3(2), 12–32 (2014)CrossRef
3.
Zurück zum Zitat Woudenberg, A.: A Chatbot Dialogue Manager - Chatbots and Dialogue Systems: A Hybrid Approach, 1st edn. Open Universities Nederland (2014) Woudenberg, A.: A Chatbot Dialogue Manager - Chatbots and Dialogue Systems: A Hybrid Approach, 1st edn. Open Universities Nederland (2014)
4.
Zurück zum Zitat Jurafsky, D., Martin, J.: Speech and Language Processing (An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition), 1st edn. Library of Congress Cataloging-in-Publication Data, New Jersey (2000) Jurafsky, D., Martin, J.: Speech and Language Processing (An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition), 1st edn. Library of Congress Cataloging-in-Publication Data, New Jersey (2000)
5.
Zurück zum Zitat Amilon, M.: Chatbot with common-sense database. Royal Institute of Technology CSC School, Sweden (2015) Amilon, M.: Chatbot with common-sense database. Royal Institute of Technology CSC School, Sweden (2015)
6.
Zurück zum Zitat Chakrabarti, C., Luger, G.: A semantic architecture for artificial conversations. In: International Conference on Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS) (2012) Chakrabarti, C., Luger, G.: A semantic architecture for artificial conversations. In: International Conference on Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS) (2012)
7.
Zurück zum Zitat Jusoh, S., Alfawareh, H.M.: Techniques, applications and challenging issue in text mining. IJCSI Int. J. Comput. Sci. Issues. 9(6), 431–436 (2012) Jusoh, S., Alfawareh, H.M.: Techniques, applications and challenging issue in text mining. IJCSI Int. J. Comput. Sci. Issues. 9(6), 431–436 (2012)
8.
Zurück zum Zitat Abdul-Kader, S., Woods, J.: Survey on Chatbot design techniques in speech conversation systems. Int. J. Adv. Comput. Sci. Appl. 6(7), 72–80 (2015) Abdul-Kader, S., Woods, J.: Survey on Chatbot design techniques in speech conversation systems. Int. J. Adv. Comput. Sci. Appl. 6(7), 72–80 (2015)
9.
Zurück zum Zitat Sule, M.: Machine Language Techniques for Conversational Agents, 1st edn. University of North Texas, Texas (2003) Sule, M.: Machine Language Techniques for Conversational Agents, 1st edn. University of North Texas, Texas (2003)
10.
Zurück zum Zitat Elkateb, S., Black, W., Farwell, D., Pease, A., Vossen, P., Fellbaum, C.: Arabic WordNet and the challenges of Arabic. In: The Challenge of Arabic for NLP/MT Conference (2006) Elkateb, S., Black, W., Farwell, D., Pease, A., Vossen, P., Fellbaum, C.: Arabic WordNet and the challenges of Arabic. In: The Challenge of Arabic for NLP/MT Conference (2006)
11.
Zurück zum Zitat Najeeb, M., Abdelkader, A., Zghoul, M.: Arabic natural language processing laboratory serving islamic sciences. Int. J. Adv. Comput. Sci. Appl. 5(3), 114–117 (2014) Najeeb, M., Abdelkader, A., Zghoul, M.: Arabic natural language processing laboratory serving islamic sciences. Int. J. Adv. Comput. Sci. Appl. 5(3), 114–117 (2014)
12.
Zurück zum Zitat Muhtaseb, H., Mellish, C.: Some differences between Arabic and english: a step towards an Arabic upper model. In: The 6th International Conference on Multilingual Computing (1998) Muhtaseb, H., Mellish, C.: Some differences between Arabic and english: a step towards an Arabic upper model. In: The 6th International Conference on Multilingual Computing (1998)
13.
Zurück zum Zitat Abuelyaman, E., Rahmatallah, L., Mukhtar, W., Elagabani, M.: Machine translation of Arabic language: challenges and keys. In: International Conference on Intelligent Systems, Modelling and Simulation (2014) Abuelyaman, E., Rahmatallah, L., Mukhtar, W., Elagabani, M.: Machine translation of Arabic language: challenges and keys. In: International Conference on Intelligent Systems, Modelling and Simulation (2014)
14.
Zurück zum Zitat Albalooshi, N., Mohamed, N., Al-Jaroodi, J.: The challenges of Arabic language use on the internet. In: International Conference on Internet Technology and Secured (2011) Albalooshi, N., Mohamed, N., Al-Jaroodi, J.: The challenges of Arabic language use on the internet. In: International Conference on Internet Technology and Secured (2011)
15.
Zurück zum Zitat Attia, M.: Handling Arabic Morphological and Syntactic Ambiguity within the LFG Framework with a View to Machine Translation. School of Languages, Linguistics and Cultures (2008) Attia, M.: Handling Arabic Morphological and Syntactic Ambiguity within the LFG Framework with a View to Machine Translation. School of Languages, Linguistics and Cultures (2008)
16.
Zurück zum Zitat Alawneh, M., Omar, N., Sembok, T.: Machine translation from english to Arabic. In: International Conference on Biomedical Engineering and Technology (2011) Alawneh, M., Omar, N., Sembok, T.: Machine translation from english to Arabic. In: International Conference on Biomedical Engineering and Technology (2011)
Metadaten
Titel
Support of Existing Chatbot Development Framework for Arabic Language: A Brief Survey
verfasst von
Eman Saad AL-Hagbani
Mohammad Badruddin Khan
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-78753-4_3