---
_id: '25413'
author:
- first_name: Michaela
  full_name: Geierhos, Michaela
  id: '42496'
  last_name: Geierhos
  orcid: 0000-0002-8180-5606
- first_name: ' Frederik Simon '
  full_name: ' Baeumer,  Frederik Simon '
  last_name: ' Baeumer'
- first_name: Schulze
  full_name: ' Sabine, Schulze'
  last_name: ' Sabine'
- first_name: Stu{\ss}
  full_name: Valentina, Stu{\ss}
  last_name: Valentina
citation:
  ama: 'Geierhos M,  Baeumer  Frederik Simon ,  Sabine S, Valentina S. Filtering Reviews
    by Random Individual Error. In: Ali M, Kwon YS, Lee C-H, Kim J,  Kim Y, eds. <i>Current
    Approaches in Applied Artificial Intelligence, Lecture Notes in Computer Science</i>.
    Vol 9101. Lecture Notes in Computer Science. Springer International Publishing
    Switzerland; 2015:305-315.'
  apa: Geierhos, M.,  Baeumer,  Frederik Simon ,  Sabine, S., &#38; Valentina, S.
    (2015). Filtering Reviews by Random Individual Error. In M. Ali, Y. S. Kwon, C.-H.
    Lee, J. Kim, &#38; Y.  Kim (Eds.), <i>Current Approaches in Applied Artificial
    Intelligence, Lecture Notes in Computer Science</i> (Vol. 9101, pp. 305–315).
    Springer International Publishing Switzerland.
  bibtex: '@inbook{Geierhos_ Baeumer_ Sabine_Valentina_2015, place={Switzerland},
    series={Lecture Notes in Computer Science}, title={Filtering Reviews by Random
    Individual Error}, volume={9101}, booktitle={Current Approaches in Applied Artificial
    Intelligence, Lecture Notes in Computer Science}, publisher={Springer International
    Publishing Switzerland}, author={Geierhos, Michaela and  Baeumer,  Frederik Simon  and  Sabine,
    Schulze and Valentina, Stu{\ss}}, editor={Ali, Moonis and Kwon, Young Sig  and
    Lee, Chang-Hwan  and Kim, Juntae and  Kim, Yongdai}, year={2015}, pages={305–315},
    collection={Lecture Notes in Computer Science} }'
  chicago: 'Geierhos, Michaela,  Frederik Simon   Baeumer, Schulze  Sabine, and Stu{\ss}
    Valentina. “Filtering Reviews by Random Individual Error.” In <i>Current Approaches
    in Applied Artificial Intelligence, Lecture Notes in Computer Science</i>, edited
    by Moonis Ali, Young Sig  Kwon, Chang-Hwan  Lee, Juntae Kim, and Yongdai  Kim,
    9101:305–15. Lecture Notes in Computer Science. Switzerland: Springer International
    Publishing Switzerland, 2015.'
  ieee: 'M. Geierhos,  Frederik Simon   Baeumer, S.  Sabine, and S. Valentina, “Filtering
    Reviews by Random Individual Error,” in <i>Current Approaches in Applied Artificial
    Intelligence, Lecture Notes in Computer Science</i>, vol. 9101, M. Ali, Y. S.
    Kwon, C.-H. Lee, J. Kim, and Y.  Kim, Eds. Switzerland: Springer International
    Publishing Switzerland, 2015, pp. 305–315.'
  mla: Geierhos, Michaela, et al. “Filtering Reviews by Random Individual Error.”
    <i>Current Approaches in Applied Artificial Intelligence, Lecture Notes in Computer
    Science</i>, edited by Moonis Ali et al., vol. 9101, Springer International Publishing
    Switzerland, 2015, pp. 305–15.
  short: 'M. Geierhos,  Frederik Simon   Baeumer, S.  Sabine, S. Valentina, in: M.
    Ali, Y.S. Kwon, C.-H. Lee, J. Kim, Y.  Kim (Eds.), Current Approaches in Applied
    Artificial Intelligence, Lecture Notes in Computer Science, Springer International
    Publishing Switzerland, Switzerland, 2015, pp. 305–315.'
date_created: 2021-10-05T00:20:17Z
date_updated: 2022-01-06T06:57:04Z
department:
- _id: '671'
editor:
- first_name: Moonis
  full_name: Ali, Moonis
  last_name: Ali
- first_name: 'Young Sig '
  full_name: 'Kwon, Young Sig '
  last_name: Kwon
- first_name: 'Chang-Hwan '
  full_name: 'Lee, Chang-Hwan '
  last_name: Lee
- first_name: Juntae
  full_name: Kim, Juntae
  last_name: Kim
- first_name: Yongdai
  full_name: ' Kim, Yongdai'
  last_name: ' Kim'
intvolume: '      9101'
language:
- iso: eng
page: 305-315
place: Switzerland
publication: Current Approaches in Applied Artificial Intelligence, Lecture Notes
  in Computer Science
publication_identifier:
  isbn:
  - 978-3-319-19065-5
publication_status: published
publisher: Springer International Publishing Switzerland
series_title: Lecture Notes in Computer Science
status: public
title: Filtering Reviews by Random Individual Error
type: book_chapter
user_id: '71124'
volume: 9101
year: '2015'
...
---
_id: '293'
abstract:
- lang: eng
  text: Opinion mining from physician rating websites depends on the quality of the
    extracted information. Sometimes reviews are user-error prone and the assigned
    stars or grades contradict the associated content. We therefore aim at detecting
    random individual error within reviews. Such errors comprise the disagreement
    in polarity of review texts and the respective ratings. The challenges that thereby
    arise are (1) the content and sentiment analysis of the review texts and (2) the
    removal of the random individual errors contained therein. To solve these tasks,
    we assign polarities to automatically recognized opinion phrases in reviews and
    then check for divergence in rating and text polarity. The novelty of our approach
    is that we improve user-generated data quality by excluding error-prone reviews
    on German physician websites from average ratings.
author:
- first_name: Michaela
  full_name: Geierhos, Michaela
  id: '42496'
  last_name: Geierhos
  orcid: 0000-0002-8180-5606
- first_name: Frederik Simon
  full_name: Bäumer, Frederik Simon
  id: '38837'
  last_name: Bäumer
- first_name: Sabine
  full_name: Schulze, Sabine
  last_name: Schulze
- first_name: Valentina
  full_name: Stuß, Valentina
  last_name: Stuß
citation:
  ama: 'Geierhos M, Bäumer FS, Schulze S, Stuß V. Filtering Reviews by Random Individual
    Error. In: Ali M, Kwon YS, Lee C-H, Kim J, Kim Y, eds. <i>Proceedings of the 28th
    International Conference on Industrial, Engineering and Other Applications of
    Applied Intelligent Systems (IEA/AIE 2015)</i>. Vol 9101. Lecture Notes in Artificial
    Intelligence. Cham, Switzerland: Springer; 2015:305-315. doi:<a href="https://doi.org/10.1007/978-3-319-19066-2_30">10.1007/978-3-319-19066-2_30</a>'
  apa: 'Geierhos, M., Bäumer, F. S., Schulze, S., &#38; Stuß, V. (2015). Filtering
    Reviews by Random Individual Error. In M. Ali, Y. S. Kwon, C.-H. Lee, J. Kim,
    &#38; Y. Kim (Eds.), <i>Proceedings of the 28th International Conference on Industrial,
    Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015)</i>
    (Vol. 9101, pp. 305–315). Cham, Switzerland: Springer. <a href="https://doi.org/10.1007/978-3-319-19066-2_30">https://doi.org/10.1007/978-3-319-19066-2_30</a>'
  bibtex: '@inbook{Geierhos_Bäumer_Schulze_Stuß_2015, place={Cham, Switzerland}, series={Lecture
    Notes in Artificial Intelligence}, title={Filtering Reviews by Random Individual
    Error}, volume={9101}, DOI={<a href="https://doi.org/10.1007/978-3-319-19066-2_30">10.1007/978-3-319-19066-2_30</a>},
    booktitle={Proceedings of the 28th International Conference on Industrial, Engineering
    and Other Applications of Applied Intelligent Systems (IEA/AIE 2015)}, publisher={Springer},
    author={Geierhos, Michaela and Bäumer, Frederik Simon and Schulze, Sabine and
    Stuß, Valentina}, editor={Ali, Moonis  and Kwon, Young Sig and Lee, Chang-Hwan
    and Kim, Juntae  and Kim, Yongdai Editors}, year={2015}, pages={305–315}, collection={Lecture
    Notes in Artificial Intelligence} }'
  chicago: 'Geierhos, Michaela, Frederik Simon Bäumer, Sabine Schulze, and Valentina
    Stuß. “Filtering Reviews by Random Individual Error.” In <i>Proceedings of the
    28th International Conference on Industrial, Engineering and Other Applications
    of Applied Intelligent Systems (IEA/AIE 2015)</i>, edited by Moonis  Ali, Young
    Sig Kwon, Chang-Hwan Lee, Juntae  Kim, and Yongdai  Kim, 9101:305–15. Lecture
    Notes in Artificial Intelligence. Cham, Switzerland: Springer, 2015. <a href="https://doi.org/10.1007/978-3-319-19066-2_30">https://doi.org/10.1007/978-3-319-19066-2_30</a>.'
  ieee: 'M. Geierhos, F. S. Bäumer, S. Schulze, and V. Stuß, “Filtering Reviews by
    Random Individual Error,” in <i>Proceedings of the 28th International Conference
    on Industrial, Engineering and Other Applications of Applied Intelligent Systems
    (IEA/AIE 2015)</i>, vol. 9101, M. Ali, Y. S. Kwon, C.-H. Lee, J. Kim, and Y. Kim,
    Eds. Cham, Switzerland: Springer, 2015, pp. 305–315.'
  mla: Geierhos, Michaela, et al. “Filtering Reviews by Random Individual Error.”
    <i>Proceedings of the 28th International Conference on Industrial, Engineering
    and Other Applications of Applied Intelligent Systems (IEA/AIE 2015)</i>, edited
    by Moonis  Ali et al., vol. 9101, Springer, 2015, pp. 305–15, doi:<a href="https://doi.org/10.1007/978-3-319-19066-2_30">10.1007/978-3-319-19066-2_30</a>.
  short: 'M. Geierhos, F.S. Bäumer, S. Schulze, V. Stuß, in: M. Ali, Y.S. Kwon, C.-H.
    Lee, J. Kim, Y. Kim (Eds.), Proceedings of the 28th International Conference on
    Industrial, Engineering and Other Applications of Applied Intelligent Systems
    (IEA/AIE 2015), Springer, Cham, Switzerland, 2015, pp. 305–315.'
conference:
  end_date: 2015-06-12
  location: Seoul, South Korea
  name: 28th International Conference on Industrial, Engineering and Other Applications
    of Applied Intelligent Systems (IEA/AIE 2015)
  start_date: 2015-06-10
date_created: 2017-10-17T12:41:49Z
date_updated: 2022-01-06T06:58:47Z
ddc:
- '040'
department:
- _id: '36'
- _id: '1'
- _id: '579'
doi: 10.1007/978-3-319-19066-2_30
editor:
- first_name: 'Moonis '
  full_name: 'Ali, Moonis '
  last_name: Ali
- first_name: Young Sig
  full_name: Kwon, Young Sig
  last_name: Kwon
- first_name: Chang-Hwan
  full_name: Lee, Chang-Hwan
  last_name: Lee
- first_name: 'Juntae '
  full_name: 'Kim, Juntae '
  last_name: Kim
- first_name: 'Yongdai '
  full_name: 'Kim, Yongdai '
  last_name: Kim
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-21T09:21:30Z
  date_updated: 2018-03-21T09:21:30Z
  file_id: '1463'
  file_name: 293-IEA_AIE2015.pdf
  file_size: 292847
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file_date_updated: 2018-03-21T09:21:30Z
has_accepted_license: '1'
intvolume: '      9101'
language:
- iso: eng
page: 305-315
place: Cham, Switzerland
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '9'
  name: SFB 901 - Subproject B1
publication: Proceedings of the 28th International Conference on Industrial, Engineering
  and Other Applications of Applied Intelligent Systems (IEA/AIE 2015)
publication_identifier:
  eisbn:
  - 978-3-319-19066-2
  isbn:
  - 978-3-319-19065-5
publication_status: published
publisher: Springer
quality_controlled: '1'
series_title: Lecture Notes in Artificial Intelligence
status: public
title: Filtering Reviews by Random Individual Error
type: book_chapter
user_id: '42496'
volume: 9101
year: '2015'
...