Augmenting the Evaluation and Mapping of Progress in Scientific Research: A Human-Machine Symbiosis Perspective

Andrej  Dobrkovic; Daniel A. Döppner; Maria Eugenia Iacob; Jos  van Hillegersberg

doi:10.1007/978-3-319-73888-8_56

Augmenting the Evaluation and Mapping of Progress in Scientific Research: A Human-Machine Symbiosis Perspective

Andrej Dobrkovic, Daniel A. Döppner, Maria Eugenia Iacob, Jos van Hillegersberg

Industrial Engineering & Business Information Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

1 Citation (Scopus)

183 Downloads (Pure)

Abstract

In this paper we propose and demonstrate a software tool for symbiotic human-machine analysis, applicable for structured literature reviews (SLR). We present a seed-based search of bibliographic information, resulting in document clustering and graph visualization. Through a collaborative human-machine effort we show how to detect potential bridging articles and paradigm shifts. The overarching goal is to support the SLR process, especially for developing fields of science, as well as interdisciplinary fields, where similar concepts can be overlooked as they are associated with different keywords and belong to different groups, yet share common ideas. Finally, we demonstrate the application of the tool with two literature search and visualization examples.

Original language	English
Title of host publication	Intelligent Human Systems Integration
Subtitle of host publication	Proceedings of the 1st International Conference on Intelligent Human Systems Integration (IHSI 2018): Integrating People and Intelligent Systems, January 7-9, 2018, Dubai, United Arab Emirates
Editors	Waldemar Karwowski, Tareq Ahram
Publisher	Springer
Pages	361-367
Number of pages	7
ISBN (Electronic)	978-3-319-73888-8
ISBN (Print)	978-3-319-73887-1
DOIs	https://doi.org/10.1007/978-3-319-73888-8_56
Publication status	Published - 2018
Event	1st International Conference on Intelligent Human Systems Integration 2018: Integrating People and Intelligent Systems - JW Marriot Marquis, Dubai, United Arab Emirates Duration: 7 Jan 2018 → 9 Jan 2018 Conference number: 1 http://www.ihsint.org/

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	722
ISSN (Print)	2194-5357

Conference

Conference	1st International Conference on Intelligent Human Systems Integration 2018
Abbreviated title	IHSI
Country/Territory	United Arab Emirates
City	Dubai
Period	7/01/18 → 9/01/18
Internet address	http://www.ihsint.org/

Keywords

2019 OA procedure

Access to Document

10.1007/978-3-319-73888-8_56

Augmenting the EvaluationFinal published version, 1.27 MBLicence: Taverne

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Dobrkovic, A., Döppner, D. A., Iacob, M. E., & van Hillegersberg, J. (2018). Augmenting the Evaluation and Mapping of Progress in Scientific Research: A Human-Machine Symbiosis Perspective. In W. Karwowski, & T. Ahram (Eds.), Intelligent Human Systems Integration: Proceedings of the 1st International Conference on Intelligent Human Systems Integration (IHSI 2018): Integrating People and Intelligent Systems, January 7-9, 2018, Dubai, United Arab Emirates (pp. 361-367). (Advances in Intelligent Systems and Computing; Vol. 722). Springer. https://doi.org/10.1007/978-3-319-73888-8_56

Dobrkovic, Andrej ; Döppner, Daniel A. ; Iacob, Maria Eugenia et al. / Augmenting the Evaluation and Mapping of Progress in Scientific Research : A Human-Machine Symbiosis Perspective. Intelligent Human Systems Integration: Proceedings of the 1st International Conference on Intelligent Human Systems Integration (IHSI 2018): Integrating People and Intelligent Systems, January 7-9, 2018, Dubai, United Arab Emirates. editor / Waldemar Karwowski ; Tareq Ahram. Springer, 2018. pp. 361-367 (Advances in Intelligent Systems and Computing).

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title = "Augmenting the Evaluation and Mapping of Progress in Scientific Research: A Human-Machine Symbiosis Perspective",

abstract = "In this paper we propose and demonstrate a software tool for symbiotic human-machine analysis, applicable for structured literature reviews (SLR). We present a seed-based search of bibliographic information, resulting in document clustering and graph visualization. Through a collaborative human-machine effort we show how to detect potential bridging articles and paradigm shifts. The overarching goal is to support the SLR process, especially for developing fields of science, as well as interdisciplinary fields, where similar concepts can be overlooked as they are associated with different keywords and belong to different groups, yet share common ideas. Finally, we demonstrate the application of the tool with two literature search and visualization examples.",

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author = "Andrej Dobrkovic and D{\"o}ppner, {Daniel A.} and Iacob, {Maria Eugenia} and {van Hillegersberg}, Jos",

year = "2018",

doi = "10.1007/978-3-319-73888-8_56",

language = "English",

isbn = "978-3-319-73887-1",

series = "Advances in Intelligent Systems and Computing",

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pages = "361--367",

editor = "Waldemar Karwowski and Tareq Ahram",

booktitle = "Intelligent Human Systems Integration",

address = "Germany",

note = "1st International Conference on Intelligent Human Systems Integration 2018 : Integrating People and Intelligent Systems, IHSI ; Conference date: 07-01-2018 Through 09-01-2018",

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Dobrkovic, A, Döppner, DA, Iacob, ME & van Hillegersberg, J 2018, Augmenting the Evaluation and Mapping of Progress in Scientific Research: A Human-Machine Symbiosis Perspective. in W Karwowski & T Ahram (eds), Intelligent Human Systems Integration: Proceedings of the 1st International Conference on Intelligent Human Systems Integration (IHSI 2018): Integrating People and Intelligent Systems, January 7-9, 2018, Dubai, United Arab Emirates. Advances in Intelligent Systems and Computing, vol. 722, Springer, pp. 361-367, 1st International Conference on Intelligent Human Systems Integration 2018, Dubai, United Arab Emirates, 7/01/18. https://doi.org/10.1007/978-3-319-73888-8_56

Augmenting the Evaluation and Mapping of Progress in Scientific Research: A Human-Machine Symbiosis Perspective. / Dobrkovic, Andrej ; Döppner, Daniel A.; Iacob, Maria Eugenia et al.
Intelligent Human Systems Integration: Proceedings of the 1st International Conference on Intelligent Human Systems Integration (IHSI 2018): Integrating People and Intelligent Systems, January 7-9, 2018, Dubai, United Arab Emirates. ed. / Waldemar Karwowski; Tareq Ahram. Springer, 2018. p. 361-367 (Advances in Intelligent Systems and Computing; Vol. 722).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AU - Döppner, Daniel A.

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AU - van Hillegersberg, Jos

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N2 - In this paper we propose and demonstrate a software tool for symbiotic human-machine analysis, applicable for structured literature reviews (SLR). We present a seed-based search of bibliographic information, resulting in document clustering and graph visualization. Through a collaborative human-machine effort we show how to detect potential bridging articles and paradigm shifts. The overarching goal is to support the SLR process, especially for developing fields of science, as well as interdisciplinary fields, where similar concepts can be overlooked as they are associated with different keywords and belong to different groups, yet share common ideas. Finally, we demonstrate the application of the tool with two literature search and visualization examples.

AB - In this paper we propose and demonstrate a software tool for symbiotic human-machine analysis, applicable for structured literature reviews (SLR). We present a seed-based search of bibliographic information, resulting in document clustering and graph visualization. Through a collaborative human-machine effort we show how to detect potential bridging articles and paradigm shifts. The overarching goal is to support the SLR process, especially for developing fields of science, as well as interdisciplinary fields, where similar concepts can be overlooked as they are associated with different keywords and belong to different groups, yet share common ideas. Finally, we demonstrate the application of the tool with two literature search and visualization examples.

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Dobrkovic A, Döppner DA, Iacob ME, van Hillegersberg J. Augmenting the Evaluation and Mapping of Progress in Scientific Research: A Human-Machine Symbiosis Perspective. In Karwowski W, Ahram T, editors, Intelligent Human Systems Integration: Proceedings of the 1st International Conference on Intelligent Human Systems Integration (IHSI 2018): Integrating People and Intelligent Systems, January 7-9, 2018, Dubai, United Arab Emirates. Springer. 2018. p. 361-367. (Advances in Intelligent Systems and Computing). Epub 2017 Dec 31. doi: 10.1007/978-3-319-73888-8_56

Augmenting the Evaluation and Mapping of Progress in Scientific Research: A Human-Machine Symbiosis Perspective

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