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86 Publications


2020 | Conference Paper | LibreCat-ID: 15635
Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis
J. Kersting, M. Geierhos, in: Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference, AAAI, North Miami Beach, FL, USA, 2020, pp. 282--285.
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2020 | Conference Paper | LibreCat-ID: 15580
Aspect Phrase Extraction in Sentiment Analysis with Deep Learning
J. Kersting, M. Geierhos, in: Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020), SCITEPRESS, Setúbal, Portugal, 2020, pp. 391--400.
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2020 | Conference Paper | LibreCat-ID: 15256
What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers
J. Kersting, M. Geierhos, in: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, SCITEPRESS, Setúbal, Portugal, 2020, pp. 263--272.
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2020 | Book Chapter | LibreCat-ID: 17905
Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks
J. Kersting, M. Geierhos, in: R. Loukanova (Ed.), Natural Language Processing in Artificial Intelligence -- NLPinAI 2020, Springer, n.n., 2020, p. n.n.
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2020 | Conference Paper | LibreCat-ID: 18686
Semantic Tagging of Requirement Descriptions: A Transformer-based Approach
J. Kersting, F.S. Bäumer, in: Proceedings of the 17th International Conference on Applied Computing, IADIS, 2020, p. n.n.
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2020 | Book Chapter | LibreCat-ID: 17347
Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging
F.S. Bäumer, J. Kersting, B. Buff, M. Geierhos, in: Information and Software Technologies: 26th International Conference, ICIST 2020, Kaunas, Lithuania, 15th-17th October, 2020, Proceedings, Springer, 2020.
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2020 | Conference Paper | LibreCat-ID: 15582
Detection of Privacy Disclosure in the Medical Domain: A Survey
B. Buff, J. Kersting, M. Geierhos, in: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020), SCITEPRESS, Setúbal, Portugal, 2020, pp. 630--637.
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2019 | Conference Paper | LibreCat-ID: 12946
How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer’s Openness
F.S. Bäumer, B. Buff, in: Proceedings of the 8th International Conference on Data Science, Technology and Applications, 2019.
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2019 | Conference Abstract | LibreCat-ID: 8529
UPB-Annotate: Ein maßgeschneidertes Toolkit für historische Texte
N. Seemann, M.-L. Merten, in: P. Sahle (Ed.), DHd 2019 Digital Humanities: multimedial & multimodal. Konferenzabstracts, Zenodo, Frankfurt am Main, Germany, 2019, pp. 352–353.
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2019 | Conference Abstract | LibreCat-ID: 8532
Potentielle Privatsphäreverletzungen aufdecken und automatisiert sichtbar machen
F.S. Bäumer, B. Buff, M. Geierhos, in: P. Sahle (Ed.), DHd 2019 Digital Humanities: multimedial & multimodal. Konferenzabstracts, Zenodo, Frankfurt am Main, Germany, 2019, pp. 192–193.
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2019 | Journal Article | LibreCat-ID: 8424 LibreCat | Files available | DOI | Download (ext.)
 

2019 | Encyclopedia Article | LibreCat-ID: 8312
Requirements Engineering in OTF-Computing
F.S. Bäumer, M. Geierhos, in: Encyclopedia.Pub, MDPI, Basel, Switzerland, 2019.
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2019 | Conference Paper | LibreCat-ID: 9613
In Reviews We Trust: But Should We? Experiences with Physician Review Websites
J. Kersting, F.S. Bäumer, M. Geierhos, in: M. Ramachandran, R. Walters, G. Wills, V. Méndez Muñoz, V. Chang (Eds.), Proceedings of the 4th International Conference on Internet of Things, Big Data and Security, SCITEPRESS, Setúbal, Portugal, 2019, pp. 147–155.
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2019 | Bachelorsthesis | LibreCat-ID: 13435
Requirements Engineering im OTF-Computing: Informationsextraktion und Unvollständigkeitskompensation mittels domänenspezifischer Wissensbasis
E. Friesen, Requirements Engineering im OTF-Computing: Informationsextraktion und Unvollständigkeitskompensation mittels domänenspezifischer Wissensbasis, Universität Paderborn, 2019.
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2018 | Book Chapter | LibreCat-ID: 1104
Unschärfe bei der Interpretation natürlichsprachlicher Anforderungsbeschreibungen
M. Geierhos, in: S. Freitag, M. Geierhos, R. Asmani, J.I. Haug (Eds.), Unschärfe - Der Umgang mit fehlender Eindeutigkeit, 1st ed., Ferdinand Schöningh, Paderborn, Germany, 2018, pp. 111–128.
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2018 | Conference Paper | LibreCat-ID: 1181
How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas
F.S. Bäumer, M. Geierhos, in: K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari, P. Forbrig, X. Franch, M. Kirikova, N. Madhavji, C. Palomares, J. Ralyté, M. Sabetzadeh, P. Sawyer, D. van der Linden, A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), CEUR-WS.org, 2018.
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2018 | Journal Article | LibreCat-ID: 2331
Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure
Y. Kim, S. Lee, M. Dollmann, M. Geierhos, International Journal of Advanced Science and Technology 112 (2018) 123–136.
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2018 | Conference Paper | LibreCat-ID: 4349
Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews
F.S. Bäumer, J. Kersting, M. Orlikowski, M. Geierhos, in: A. Khalili, M. Koutraki (Eds.), Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems Co-Located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018), CEUR-WS.org, 2018.
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2018 | Conference Paper | LibreCat-ID: 1182
CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface
E. Friesen, F.S. Bäumer, M. Geierhos, in: K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari, P. Forbrig, X. Franch, M. Kirikova, N. Madhavji, C. Palomares, J. Ralyté, M. Sabetzadeh, P. Sawyer, D. van der Linden, A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), CEUR-WS.org, 2018.
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2018 | Conference Paper | LibreCat-ID: 4345
Analysing Constructional Change: Linguistic Annotation and Sources of Uncertainty
M.-L. Merten, N. Seemann, in: F.J. García-Peñalvo (Ed.), Proceedings of the 6th International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM’18), ACM, New York, NY, USA, 2018, pp. 819–825.
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2018 | Conference Paper | LibreCat-ID: 44
Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines
F.S. Bäumer, M. Geierhos, in: Proceedings of the 51st Hawaii International Conference on System Sciences, 2018, pp. 5746–5755.
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2018 | Book Chapter | LibreCat-ID: 4338
Rate Your Physician: Findings from a Lithuanian Physician Rating Website
F.S. Bäumer, J. Kersting, V. Kuršelis, M. Geierhos, in: R. Damaševičius, G. Vasiljevienė (Eds.), Communications in Computer and Information Science, Springer, Cham, Switzerland, 2018, pp. 43–58.
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2018 | Conference Paper | LibreCat-ID: 1183
Back to Basics: Extracting Software Requirements with a Syntactic Approach
M. Caron, F.S. Bäumer, M. Geierhos, in: K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari, P. Forbrig, X. Franch, M. Kirikova, N. Madhavji, C. Palomares, J. Ralyté, M. Sabetzadeh, P. Sawyer, D. van der Linden, A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), CEUR-WS.org, 2018.
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2018 | Conference Paper | LibreCat-ID: 4339
NLP in OTF Computing: Current Approaches and Open Challenges
F.S. Bäumer, M. Geierhos, in: R. Damaševičius, G. Vasiljevienė (Eds.), Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018), Springer, Cham, Switzerland, 2018, pp. 559–570.
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2018 | Conference Abstract | LibreCat-ID: 4341
Text Broom: A ML-based Tool to Detect and Highlight Privacy Breaches in Physician Reviews: An Insight into Our Current Work
F.S. Bäumer, M. Geierhos, in: European Conference on Data Analysis 2018: Multidisciplinary Facets of Data Science - Book of Abstracts, 2018.
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2018 | Book Chapter | LibreCat-ID: 6436
Freiraum zur individuellen Reflexion gemeinsamer Werte
M. Geierhos, in: K.B. Schnebel, A. Taubenböck (Eds.), Integration und Toleranz, 1st ed., Klemm+Oelschläger, Ulm, Germany, 2018, pp. 288–292.
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2018 | Conference Abstract | LibreCat-ID: 1379
Supporting the Cognitive Process in Annotation Tasks
N. Seemann, M. Geierhos, M.-L. Merten, D. Tophinke, M.D. Wever, E. Hüllermeier, in: K. Eckart, D. Schlechtweg (Eds.), Postersession Computerlinguistik der 40. Jahrestagung der Deutschen Gesellschaft für Sprachwissenschaft, 2018.
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2018 | Book Chapter | LibreCat-ID: 2322
How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges
F.S. Bäumer, M. Geierhos, in: M. Silberztein, F. Atigui, E. Kornyshova, E. Métais, F. Meziane (Eds.), Proceedings of the 23rd International Conference on Natural Language and Information Systems, Springer, Cham, Switzerland, 2018, pp. 509–513.
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2017 | Book Chapter | LibreCat-ID: 1159
Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach
J. Kersting, M. Geierhos, in: R. Damaševičius, V. Mikašytė (Eds.), Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings, Springer, Cham, Switzerland, 2017, pp. 528–538.
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2017 | Book Chapter | LibreCat-ID: 1161
Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews
F.S. Bäumer, N. Grote, J. Kersting, M. Geierhos, in: R. Damaševičius, V. Mikašytė (Eds.), Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings, Springer, Cham, Switzerland, 2017, pp. 77–89.
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2017 | Conference Paper | LibreCat-ID: 97
From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process
L. van Rooijen, F.S. Bäumer, M.C. Platenius, M. Geierhos, H. Hamann, G. Engels, in: 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), IEEE, Piscataway, NJ, USA, 2017, pp. 379–385.
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2017 | Book Chapter | LibreCat-ID: 93
Guesswork? Resolving Vagueness in User-Generated Software Requirements
M. Geierhos, F.S. Bäumer, in: H. Christiansen, M.D. Jiménez-López, R. Loukanova, L.S. Moss (Eds.), Partiality and Underspecification in Information, Languages, and Knowledge, 1st ed., Cambridge Scholars Publishing, Newcastle upon Tyne, UK, 2017, pp. 65–108.
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2017 | Journal Article | LibreCat-ID: 1098
Semantic Annotation of Software Requirements with Language Frame
Y.-S. Kim, S.-W. Lee, M. Dollmann, M. Geierhos, International Journal of Software Engineering for Smart Device 4 (2017) 1–6.
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2017 | Book | LibreCat-ID: 1113
Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen
F.S. Bäumer, Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen, Universität Paderborn, Paderborn, 2017.
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2017 | Conference Paper | LibreCat-ID: 1156
Internet of Things Architecture for Handling Stream Air Pollution Data
J. Kersting, M. Geierhos, H. Jung, T. Kim, in: M. Ramachandran, V. Méndez Muñoz, V. Kantere, G. Wills, R. Walters, V. Chang (Eds.), Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security, SCITEPRESS, Setúbal, Portugal, 2017, pp. 117–124.
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2017 | Conference Paper | LibreCat-ID: 57
Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements
F.S. Bäumer, M. Dollmann, M. Geierhos, in: F. Sarro, E. Shihab, M. Nagappan, M.C. Platenius, D. Kaimann (Eds.), Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, ACM, New York, NY, USA, 2017, pp. 19–25.
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2017 | Book Chapter | LibreCat-ID: 18167
Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German
N. Seemann, M.-L. Merten, M. Geierhos, D. Tophinke, E. Hlüllermeier, in: Proceedings of Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, 2017.
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2017 | Conference Paper | LibreCat-ID: 1158
Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German
N. Seemann, M.-L. Merten, M. Geierhos, D. Tophinke, E. Hüllermeier, in: Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, Association for Computational Linguistics (ACL), Stroudsburg, PA, USA, 2017, pp. 40–45.
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2017 | Dissertation | LibreCat-ID: 89
Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen
F.S. Bäumer, Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen, Universität Paderborn, 2017.
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2016 | Encyclopedia Article | LibreCat-ID: 1154
Text Mining
M. Geierhos, in: N. Gronau, J. Becker, E. Sinz, L. Suhl, J.M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik, 9th ed., GITO-Verlag, Berlin, Germany, 2016.
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2016 | Encyclopedia Article | LibreCat-ID: 1155
Crawler (fokussiert / nicht fokussiert)
M. Geierhos, in: N. Gronau, J. Becker, E. Sinz, L. Suhl, J.M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik, 9th ed., GITO-Verlag, Berlin, Germany, 2016.
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2016 | Conference Paper | LibreCat-ID: 1151
Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung
S. Stotz, M. Geierhos, in: DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016, Nisaba-Verlag, Duisburg, Germany, 2016, pp. 378–381.
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2016 | Conference Paper | LibreCat-ID: 176
On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements
M. Dollmann, M. Geierhos, in: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics (ACL), Austin, TX, USA, 2016, pp. 1807–1816.
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2016 | Encyclopedia Article | LibreCat-ID: 1152
Webmonitoring
M. Geierhos, in: N. Gronau, J. Becker, E. Sinz, L. Suhl, J.M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik, 9th ed., GITO-Verlag, Berlin, Germany, 2016.
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2016 | Conference Paper | LibreCat-ID: 158
Running out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions
F.S. Bäumer, M. Geierhos, in: G. Dregvaite, R. Damasevicius (Eds.), Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST), Springer, Cham, Switzerland, 2016, pp. 549–558.
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2016 | Conference Paper | LibreCat-ID: 191
How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement
M. Geierhos, F.S. Bäumer, in: E. Métais, F. Meziane, M. Saraee, V. Sugumaran, S. Vadera (Eds.), Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB), Springer, Cham, Switzerland, 2016, pp. 37–47.
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2016 | Encyclopedia Article | LibreCat-ID: 1153
Sentimentanalyse
M. Geierhos, in: N. Gronau, J. Becker, E. Sinz, L. Suhl, J.M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik, 9th ed., GITO-Verlag, Berlin, Germany, 2016.
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2015 | Conference Paper | LibreCat-ID: 1142
Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen
M. Geierhos, F.S. Bäumer, in: DHd 2015: Book of Abstracts, ZIM-ACDH, Graz, Austria, 2015, pp. 69–72.
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2015 | Working Paper | LibreCat-ID: 1147
Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0
M. Geierhos, S. Schulze, F.S. Bäumer, Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0, Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW, Düsseldorf, Germany, 2015.
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2015 | Journal Article | LibreCat-ID: 1143
Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes
M. Geierhos, S. Schulze, ForschungsForum Paderborn 18 (2015) 14–19.
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