Using Chatbots to Assist Communication in Collaborative Networks

Novel technological possibilities enable a better communication and knowledge exchange within collaborative networks. The paper indicates that the potential of enterprise social network is by far not exploited yet. Although systems are connected to each other, and the conditions for frictionless data exchange are created, there is a lack of flexible possibilities to use the data stock within the network efficiently and user-friendly. Chatbots provide a possibility to meet this challenge. Nowadays, chatbots are used to improve customer communication and simplify the daily routine in consumers’ lives. Within collaborative networks, their use and benefits had not been fully discovered yet. This paper examines current chatbot technologies and implements a use case driven prototype to show the benefits of chatbots within enterprise social networks for (internal) communication by smart combining data across collaborative networks.

[1]  Samir Chatterjee,et al.  A Design Science Research Methodology for Information Systems Research , 2008 .

[2]  Hamideh Afsarmanesh,et al.  On reference models for collaborative networked organizations , 2008 .

[3]  Joelle Pineau,et al.  A Deep Reinforcement Learning Chatbot , 2017, ArXiv.

[4]  Eric Atwell,et al.  Accessing an Information System by Chatting , 2004, NLDB.

[5]  Alexander Richter,et al.  Mixed methods analysis of enterprise social networks , 2014, Comput. Networks.

[6]  Robert Dale,et al.  The return of the chatbots , 2016, Natural Language Engineering.

[7]  M. F. Porter,et al.  An algorithm for suffix stripping , 1997 .

[8]  Alexander Maedche,et al.  Interaktion mit smarten Systemen — Aktueller Stand und zukünftige Entwicklungen im Bereich der Nutzerassistenz , 2017, Wirtschaftsinformatik Manag..

[9]  Behrang Mohit,et al.  Named Entity Recognition , 2014, NLP of Semitic Languages.

[10]  Christian Zinke,et al.  Digital Social Learning - How to Enhance Serious Gaming for Collaborative Networks , 2017, PRO-VE.

[11]  Ming Zhou,et al.  SuperAgent: A Customer Service Chatbot for E-commerce Websites , 2017, ACL.

[12]  Hamideh Afsarmanesh,et al.  Collaborative networks: a new scientific discipline , 2005, J. Intell. Manuf..

[13]  Erik Cambria,et al.  Jumping NLP Curves: A Review of Natural Language Processing Research [Review Article] , 2014, IEEE Computational Intelligence Magazine.

[14]  Eric Steven Atwell,et al.  Different measurement metrics to evaluate a chatbot system , 2007, HLT-NAACL 2007.

[15]  Salvatore T. March,et al.  Design and natural science research on information technology , 1995, Decis. Support Syst..

[16]  Edson P. Pimentel,et al.  Artificial Intelligence MArkup Language: A Brief Tutorial , 2013, ArXiv.