---
_id: '8424'
abstract:
- lang: eng
  text: 'The vision of On-the-Fly (OTF) Computing is to compose and provide software
    services ad hoc, based on requirement descriptions in natural language. Since
    non-technical users write their software requirements themselves and in unrestricted
    natural language, deficits occur such as inaccuracy and incompleteness. These
    deficits are usually met by natural language processing methods, which have to
    face special challenges in OTF Computing because maximum automation is the goal.
    In this paper, we present current automatic approaches for solving inaccuracies
    and incompletenesses in natural language requirement descriptions and elaborate
    open challenges. In particular, we will discuss the necessity of domain-specific
    resources and show why, despite far-reaching automation, an intelligent and guided
    integration of end users into the compensation process is required. In this context,
    we present our idea of a chat bot that integrates users into the compensation
    process depending on the given circumstances. '
article_number: '22'
article_type: original
author:
- first_name: Frederik Simon
  full_name: Bäumer, Frederik Simon
  id: '38837'
  last_name: Bäumer
- first_name: Joschka
  full_name: Kersting, Joschka
  id: '58701'
  last_name: Kersting
- first_name: Michaela
  full_name: Geierhos, Michaela
  id: '42496'
  last_name: Geierhos
  orcid: 0000-0002-8180-5606
citation:
  ama: 'Bäumer FS, Kersting J, Geierhos M. Natural Language Processing in OTF Computing:
    Challenges and the Need for Interactive Approaches. <i>Computers</i>. 2019;8(1).
    doi:<a href="https://doi.org/10.3390/computers8010022">10.3390/computers8010022</a>'
  apa: 'Bäumer, F. S., Kersting, J., &#38; Geierhos, M. (2019). Natural Language Processing
    in OTF Computing: Challenges and the Need for Interactive Approaches. <i>Computers</i>,
    <i>8</i>(1). <a href="https://doi.org/10.3390/computers8010022">https://doi.org/10.3390/computers8010022</a>'
  bibtex: '@article{Bäumer_Kersting_Geierhos_2019, title={Natural Language Processing
    in OTF Computing: Challenges and the Need for Interactive Approaches}, volume={8},
    DOI={<a href="https://doi.org/10.3390/computers8010022">10.3390/computers8010022</a>},
    number={122}, journal={Computers}, publisher={MDPI AG, Basel, Switzerland}, author={Bäumer,
    Frederik Simon and Kersting, Joschka and Geierhos, Michaela}, year={2019} }'
  chicago: 'Bäumer, Frederik Simon, Joschka Kersting, and Michaela Geierhos. “Natural
    Language Processing in OTF Computing: Challenges and the Need for Interactive
    Approaches.” <i>Computers</i> 8, no. 1 (2019). <a href="https://doi.org/10.3390/computers8010022">https://doi.org/10.3390/computers8010022</a>.'
  ieee: 'F. S. Bäumer, J. Kersting, and M. Geierhos, “Natural Language Processing
    in OTF Computing: Challenges and the Need for Interactive Approaches,” <i>Computers</i>,
    vol. 8, no. 1, 2019.'
  mla: 'Bäumer, Frederik Simon, et al. “Natural Language Processing in OTF Computing:
    Challenges and the Need for Interactive Approaches.” <i>Computers</i>, vol. 8,
    no. 1, 22, MDPI AG, Basel, Switzerland, 2019, doi:<a href="https://doi.org/10.3390/computers8010022">10.3390/computers8010022</a>.'
  short: F.S. Bäumer, J. Kersting, M. Geierhos, Computers 8 (2019).
conference:
  end_date: 2018-10-06
  location: Vilnius, Lithuania
  name: 24th International Conference on Information and Software Technologies (ICIST
    2018)
  start_date: 2018-10-04
date_created: 2019-03-06T14:27:28Z
date_updated: 2022-01-06T07:03:55Z
ddc:
- '000'
department:
- _id: '36'
- _id: '1'
- _id: '579'
doi: 10.3390/computers8010022
file:
- access_level: closed
  content_type: application/pdf
  creator: jkers
  date_created: 2020-09-18T09:23:34Z
  date_updated: 2020-09-18T09:23:34Z
  file_id: '19572'
  file_name: Bäumer et al. (2019), Baeumer2019.pdf
  file_size: 3164523
  relation: main_file
  success: 1
file_date_updated: 2020-09-18T09:23:34Z
has_accepted_license: '1'
intvolume: '         8'
issue: '1'
keyword:
- Inaccuracy Detection
- Natural Language Software Requirements
- Chat Bot
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.mdpi.com/2073-431X/8/1/22/pdf
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '9'
  name: SFB 901 - Subproject B1
publication: Computers
publication_identifier:
  issn:
  - 2073-431X
publication_status: published
publisher: MDPI AG, Basel, Switzerland
quality_controlled: '1'
status: public
title: 'Natural Language Processing in OTF Computing: Challenges and the Need for
  Interactive Approaches'
type: journal_article
user_id: '58701'
volume: 8
year: '2019'
...