A Software Assistant to Provide Notification to Users of Missing Information in Input Texts

Mandy Goram

2019

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-related changes in the input text of the users.

Paper Citation

in Harvard Style

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, pages 423-430. DOI: 10.5220/0007728304230430

in Bibtex Style

@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},
}

in EndNote Style

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
AU - Goram M.
PY - 2019
SP - 423
EP - 430
DO - 10.5220/0007728304230430