Design Research Insights on Text Mining Analysis: Establishing the Most Used and Trends in Keywords of Design Research Journals
Design research topics attract exponentially more attention and consideration among researchers. This study is the first research article that endeavors to analyze selected design research publications using an advanced approach called “text mining”. This approach speculates its results depending on...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | , , , , , |
| Published: |
2022
|
| Subjects: | |
| Online Access: | https://depot.sorbonne.ae/handle/20.500.12458/1334 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1857415063509401600 |
|---|---|
| author | Abu Zitar, Raed |
| author2 | Nusir, Muneer Louati, Ali Louati, Hassen Tariq, Usman Abualigah, Laith Gandomi, Amir H |
| author2_role | author author author author author author |
| author_facet | Abu Zitar, Raed Nusir, Muneer Louati, Ali Louati, Hassen Tariq, Usman Abualigah, Laith Gandomi, Amir H |
| author_role | author |
| dc.creator.none.fl_str_mv | Abu Zitar, Raed Nusir, Muneer Louati, Ali Louati, Hassen Tariq, Usman Abualigah, Laith Gandomi, Amir H |
| dc.date.none.fl_str_mv | 2022-11-29T05:11:13Z 2022-11-29T05:11:13Z 2022 |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | 10.3390/electronics11233930 2079-9292 https://depot.sorbonne.ae/handle/20.500.12458/1334 10.3390/electronics11233930 |
| dc.language.none.fl_str_mv | en |
| dc.relation.none.fl_str_mv | Electronics |
| dc.subject.none.fl_str_mv | keywords analysis design research visualization trends text mining research directions design insights |
| dc.title.none.fl_str_mv | Design Research Insights on Text Mining Analysis: Establishing the Most Used and Trends in Keywords of Design Research Journals |
| dc.type.none.fl_str_mv | Controlled Vocabulary for Resource Type Genres::text::periodical::journal::contribution to journal::journal article |
| description | Design research topics attract exponentially more attention and consideration among researchers. This study is the first research article that endeavors to analyze selected design research publications using an advanced approach called “text mining”. This approach speculates its results depending on the existence of a research term (i.e., keywords), which can be more robust than other methods/approaches that rely on contextual data or authors’ perspectives. The main aim of this research paper is to expand knowledge and familiarity with design research and explore future research directions by addressing the gaps in the literature; relying on the literature review, it can be stated that the research area in the design domain still not built-up a theory, which can unify the field. In general, text mining with these features allows increased validity and generalization as compared to other approaches in the literature. We used a text mining technique to collect data and analyzed 3553 articles collected in 10 journals using 17,487 keywords. New topics were investigated in the domain of design concepts, which included attracting researchers, practitioners, and journal editorial boards. Such issues as co-innovation, ethical design, social practice design, conceptual thinking, collaborative design, creativity, and generative methods and tools were subject to additional research. On the other hand, researchers pursued topics such as collaborative design, human-centered design, interdisciplinary design, design education, participatory design, design practice, collaborative design, design development, collaboration, design theories, design administration, and service/product design areas. The key categories investigated and reported in this paper helped in determining what fields are flourishing and what fields are eroding. |
| id | sorbonner_63b33ac6e790fe0eb2dcb1e85fc2f046 |
| identifier_str_mv | 10.3390/electronics11233930 2079-9292 |
| language_invalid_str_mv | en |
| network_acronym_str | sorbonner |
| network_name_str | Sorbonne University Abu Dhabi repository |
| oai_identifier_str | oai:depot.sorbonne.ae:20.500.12458/1334 |
| publishDate | 2022 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Design Research Insights on Text Mining Analysis: Establishing the Most Used and Trends in Keywords of Design Research JournalsAbu Zitar, RaedNusir, MuneerLouati, AliLouati, HassenTariq, UsmanAbualigah, LaithGandomi, Amir Hkeywords analysisdesign researchvisualization trendstext miningresearch directionsdesign insightsDesign research topics attract exponentially more attention and consideration among researchers. This study is the first research article that endeavors to analyze selected design research publications using an advanced approach called “text mining”. This approach speculates its results depending on the existence of a research term (i.e., keywords), which can be more robust than other methods/approaches that rely on contextual data or authors’ perspectives. The main aim of this research paper is to expand knowledge and familiarity with design research and explore future research directions by addressing the gaps in the literature; relying on the literature review, it can be stated that the research area in the design domain still not built-up a theory, which can unify the field. In general, text mining with these features allows increased validity and generalization as compared to other approaches in the literature. We used a text mining technique to collect data and analyzed 3553 articles collected in 10 journals using 17,487 keywords. New topics were investigated in the domain of design concepts, which included attracting researchers, practitioners, and journal editorial boards. Such issues as co-innovation, ethical design, social practice design, conceptual thinking, collaborative design, creativity, and generative methods and tools were subject to additional research. On the other hand, researchers pursued topics such as collaborative design, human-centered design, interdisciplinary design, design education, participatory design, design practice, collaborative design, design development, collaboration, design theories, design administration, and service/product design areas. The key categories investigated and reported in this paper helped in determining what fields are flourishing and what fields are eroding.2022-11-29T05:11:13Z2022-11-29T05:11:13Z2022Controlled Vocabulary for Resource Type Genres::text::periodical::journal::contribution to journal::journal articleapplication/pdf10.3390/electronics112339302079-9292https://depot.sorbonne.ae/handle/20.500.12458/133410.3390/electronics11233930enElectronicsoai:depot.sorbonne.ae:20.500.12458/13342024-09-11T10:47:51Z |
| spellingShingle | Design Research Insights on Text Mining Analysis: Establishing the Most Used and Trends in Keywords of Design Research Journals Abu Zitar, Raed keywords analysis design research visualization trends text mining research directions design insights |
| title | Design Research Insights on Text Mining Analysis: Establishing the Most Used and Trends in Keywords of Design Research Journals |
| title_full | Design Research Insights on Text Mining Analysis: Establishing the Most Used and Trends in Keywords of Design Research Journals |
| title_fullStr | Design Research Insights on Text Mining Analysis: Establishing the Most Used and Trends in Keywords of Design Research Journals |
| title_full_unstemmed | Design Research Insights on Text Mining Analysis: Establishing the Most Used and Trends in Keywords of Design Research Journals |
| title_short | Design Research Insights on Text Mining Analysis: Establishing the Most Used and Trends in Keywords of Design Research Journals |
| title_sort | Design Research Insights on Text Mining Analysis: Establishing the Most Used and Trends in Keywords of Design Research Journals |
| topic | keywords analysis design research visualization trends text mining research directions design insights |
| url | https://depot.sorbonne.ae/handle/20.500.12458/1334 |