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Author: Mandy Goram

Affiliation: Faculty of Mathematics and Computer Science, FernUniversität in Hagen, 58084 Hagen and Germany

Keyword(s): Software Assistant, Natural Language Processing, Machine Learning, Intelligent Agents, Chatbots.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Human-Computer Interaction ; Intelligent Agents ; Interaction Techniques and Devices ; Internet Technology ; Natural Language Interfaces to Intelligent Systems ; Web Information Systems and Technologies

Abstract: In this paper a software assistant is presented, which supports the users of a small community app in the creation of ads in the social marketplace by pointing out missing information and useful additions. For this purpose, questions about potentially missing aspects of the content should create incentives to supplement the missing information. An insight into the prototypical development of the software assistant shows that automated support functions can be provided for the users with machine learning procedures and natural language processing even despite data protection restrictions and less data. The focus of this paper is on the presentation of text creation support. Its implementation reveals problems with the use of German language models and their language processing and counteracts these with a rule-based approach. The learning ability of the system through automated learning procedures enables the software assistants to react and categorize to linguistic and content-relate d changes in the input text of the users. (More)

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Paper citation in several formats:
Goram, M. (2019). A Software Assistant to Provide Notification to Users of Missing Information in Input Texts. In Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 1: ICEIS; ISBN 978-989-758-372-8; ISSN 2184-4984, SciTePress, pages 423-430. DOI: 10.5220/0007728304230430

@conference{iceis19,
author={Mandy Goram.},
title={A Software Assistant to Provide Notification to Users of Missing Information in Input Texts},
booktitle={Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 1: ICEIS},
year={2019},
pages={423-430},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007728304230430},
isbn={978-989-758-372-8},
issn={2184-4984},
}

TY - CONF

JO - Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 1: ICEIS
TI - A Software Assistant to Provide Notification to Users of Missing Information in Input Texts
SN - 978-989-758-372-8
IS - 2184-4984
AU - Goram, M.
PY - 2019
SP - 423
EP - 430
DO - 10.5220/0007728304230430
PB - SciTePress

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