Search results for "literature mapping"

showing 2 items of 2 documents

Semi-automatic literature mapping of participatory design studies 2006--2016

2018

The paper presents a process of semi-automatic literature mapping of a comprehensive set of participatory design studies between 2006--2016. The data of 2939 abstracts were collected from 14 academic search engines and databases. With the presented method, we were able to identify six education-related clusters of PD articles. Furthermore, we point out that the identified clusters cover the majority of education-related words in the whole data. This is the first attempt to systematically map the participatory design literature. We argue that by continuing our work, we can help to perceive a coherent structure in the body of PD research.

ta113Structure (mathematical logic)Point (typography)Computer scienceProcess (engineering)tekstinlouhinta020206 networking & telecommunications02 engineering and technologyData scienceParticipatory design0202 electrical engineering electronic engineering information engineeringklusterianalyysi020201 artificial intelligence & image processingparticipatory designSemi automaticSet (psychology)Cluster analysisosallistava suunnittelusystematic literature mappingsystemaattiset kirjallisuuskatsauksetclusteringProceedings of the 15th Participatory Design Conference: Short Papers, Situated Actions, Workshops and Tutorial - Volume 2
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Research literature clustering using diffusion maps

2013

We apply the knowledge discovery process to the mapping of current topics in a particular field of science. We are interested in how articles form clusters and what are the contents of the found clusters. A framework involving web scraping, keyword extraction, dimensionality reduction and clustering using the diffusion map algorithm is presented. We use publicly available information about articles in high-impact journals. The method should be of use to practitioners or scientists who want to overview recent research in a field of science. As a case study, we map the topics in data mining literature in the year 2011. peerReviewed

ta113kirjallisuuskatsausklusterointiComputer scienceProcess (engineering)Dimensionality reductiondiffuusiokuvausta111Diffusion mapKeyword extractionliterature mappingdiffusion mapKnowledge discovery processLibrary and Information Sciencescomputer.software_genreData scienceField (geography)Computer Science ApplicationsKnowledge extractionTiedonhavaitsemisprosessitiedonlouhintaCluster analysiscomputerWeb scrapingclustering
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