Item history (bjohas, Fri Jan 19 2024 11:47:57 GMT+0000 (GMT))

TY - JOUR
TI - A computational literature review of the technology acceptance model
AU - Mortenson, Michael J.
AU - Vidgen, Richard
T2 - International Journal of Information Management
AB - A literature review is a central part of any research project, allowing the existing research to be mapped and new research questions to be posited. However, due to the limitations of human data processing, the literature review can suffer from an inability to handle large volumes of research articles. The computational literature review (CLR) is proposed here as a complementary part of a wider literature review process. The CLR automates some of the analysis of research articles with analyses of impact (citations), structure (co-authorship networks) and content (topic modeling of abstracts). A contribution of the paper is to demonstrate how the content of abstracts can be analyzed automatically to provide a set of research topics within a literature corpus. The CLR software can be used to support three use cases: (1) analysis of the literature for a research area, (2) analysis and ranking of journals, and (3) analysis and ranking of individual scholars and research teams. The working of the CLR software is illustrated through application to the technology acceptance model (TAM) using a set of 3,386 articles. The CLR is an open source offering, developed in the statistical programming language R, and made freely available to researchers to use and develop further.
DA - 2016/12/01/
PY - 2016
DO - 10.1016/j.ijinfomgt.2016.07.007
DP - ScienceDirect
VL - 36
IS - 6, Part B
SP - 1248
EP - 1259
J2 - International Journal of Information Management
SN - 0268-4012
UR - https://www.sciencedirect.com/science/article/pii/S0268401216300329
Y2 - 2024/01/18/22:26:24
L1 - https://eprints.bbk.ac.uk/id/eprint/30325/1/30325.pdf
L2 - https://www.sciencedirect.com/science/article/pii/S0268401216300329?casa_token=ES5Zw5hpUYQAAAAA:qGkaRxUlNRHljLPsSm7MwLA5x0nU3I_KR81ZVakZhW-wsIppzsD8bebwK6U-vNXuSv-PybqlJpQg
KW - Citation analysis
KW - Co-authorship analysis
KW - Computational literature review
KW - Journal ranking
KW - Lda
KW - Literature review
KW - Social network analysis
KW - Technology acceptance model
KW - Topic models
ER -

TY - JOUR
TI - A computational literature review of the technology acceptance model
AU - MJ, Mortenson
AU - R, Vidgen
T2 - International Journal of Information Management
DA - 2016///
PY - 2016
DO - 10.1016/j.ijinfomgt.2016.07.007
VL - 36
IS - 6
SP - 1248
EP - 1259
LA - en
L1 - https://eprints.bbk.ac.uk/id/eprint/30325/1/30325.pdf
ER -

group: 2486141

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