Collaborative Literature Search System: An Intelligence Amplification Method for Systematic Literature Search

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

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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Abstract

In this paper, we present a method for systematic literature search based on the symbiotic partnership between the human researcher and intelligent agents. Using intelligence amplification, we leverage the calculation power of computers to quickly and thoroughly extract data, calculate measures, and visualize relationships between scientific documents with the ability of domain experts to perform qualitative analysis and creative reasoning. Thus, we create a foundation for a collaborative literature search system (CLSS) intended to aid researches in performing literature reviews, especially for interdisciplinary and evolving fields of science for which keyword-based literature searches result in large collections of documents beyond humans’ ability to process or the extensive use of filters to narrow the search output risks omitting relevant works. Within this article, we propose a method for CLSS and demonstrate its use on a concrete example of a literature search for a review of the literature on human-machine symbiosis.
Original languageEnglish
Title of host publicationDesigning for a Digital and Globalized World
Subtitle of host publication13th International Conference, DESRIST 2018, Chennai, India, June 3–6, 2018, Proceedings
EditorsSamir Chatterjee, Kaushik Dutta, Rangaraja P. Sundarraj
PublisherSpringer
Pages169-183
Number of pages15
ISBN (Electronic)978-3-319-91800-6
ISBN (Print)978-3-319-91799-3
DOIs
Publication statusPublished - 2018
Event13th International Conference on Design Science Research in Information Systems and Technology 2018 - Indian Institute of Technology, Madras, India
Duration: 3 Jun 20186 Jun 2018
Conference number: 13
https://www.engmorph.com/desrist-2018

Publication series

NameLecture notes in computer science
Volume10844

Conference

Conference13th International Conference on Design Science Research in Information Systems and Technology 2018
Abbreviated titleDESRIST 2018
CountryIndia
CityMadras
Period3/06/186/06/18
Internet address

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