Research Data Reusability: Conceptual Foundations, Barriers and Enabling Technologies
High-throughput scientific instruments are generating massive amounts of data. Today, one of the main challenges faced by researchers is to make the best use of the world’s growing wealth of data. Data (re)usability is becoming a distinct characteristic of modern scientific practice. By data (re)usa...
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| Format: | Article |
| Language: | English |
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MDPI AG
2017-01-01
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| Series: | Publications |
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| Online Access: | http://www.mdpi.com/2304-6775/5/1/2 |
| _version_ | 1818001237394587648 |
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| author | Costantino Thanos |
| author_facet | Costantino Thanos |
| author_sort | Costantino Thanos |
| collection | DOAJ |
| description | High-throughput scientific instruments are generating massive amounts of data. Today, one of the main challenges faced by researchers is to make the best use of the world’s growing wealth of data. Data (re)usability is becoming a distinct characteristic of modern scientific practice. By data (re)usability, we mean the ease of using data for legitimate scientific research by one or more communities of research (consumer communities) that is produced by other communities of research (producer communities). Data (re)usability allows the reanalysis of evidence, reproduction and verification of results, minimizing duplication of effort, and building on the work of others. It has four main dimensions: policy, legal, economic and technological. The paper addresses the technological dimension of data reusability. The conceptual foundations of data reuse as well as the barriers that hamper data reuse are presented and discussed. The data publication process is proposed as a bridge between the data author and user and the relevant technologies enabling this process are presented. |
| first_indexed | 2024-04-14T03:31:53Z |
| format | Article |
| id | doaj.art-5665690b137942dcad8c452aaf7cee77 |
| institution | Directory Open Access Journal |
| issn | 2304-6775 |
| language | English |
| last_indexed | 2024-04-14T03:31:53Z |
| publishDate | 2017-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Publications |
| spelling | doaj.art-5665690b137942dcad8c452aaf7cee772022-12-22T02:14:55ZengMDPI AGPublications2304-67752017-01-0151210.3390/publications5010002publications5010002Research Data Reusability: Conceptual Foundations, Barriers and Enabling TechnologiesCostantino Thanos0Institute of Information Science and Technologies, National Research Council of Italy, 56124 Pisa, ItalyHigh-throughput scientific instruments are generating massive amounts of data. Today, one of the main challenges faced by researchers is to make the best use of the world’s growing wealth of data. Data (re)usability is becoming a distinct characteristic of modern scientific practice. By data (re)usability, we mean the ease of using data for legitimate scientific research by one or more communities of research (consumer communities) that is produced by other communities of research (producer communities). Data (re)usability allows the reanalysis of evidence, reproduction and verification of results, minimizing duplication of effort, and building on the work of others. It has four main dimensions: policy, legal, economic and technological. The paper addresses the technological dimension of data reusability. The conceptual foundations of data reuse as well as the barriers that hamper data reuse are presented and discussed. The data publication process is proposed as a bridge between the data author and user and the relevant technologies enabling this process are presented.http://www.mdpi.com/2304-6775/5/1/2data reusedata discoverabilitydata understandabilityrelational thinkingdata abstractiondata representationmetadataexplicit knowledgetacit knowledgedata publishing |
| spellingShingle | Costantino Thanos Research Data Reusability: Conceptual Foundations, Barriers and Enabling Technologies Publications data reuse data discoverability data understandability relational thinking data abstraction data representation metadata explicit knowledge tacit knowledge data publishing |
| title | Research Data Reusability: Conceptual Foundations, Barriers and Enabling Technologies |
| title_full | Research Data Reusability: Conceptual Foundations, Barriers and Enabling Technologies |
| title_fullStr | Research Data Reusability: Conceptual Foundations, Barriers and Enabling Technologies |
| title_full_unstemmed | Research Data Reusability: Conceptual Foundations, Barriers and Enabling Technologies |
| title_short | Research Data Reusability: Conceptual Foundations, Barriers and Enabling Technologies |
| title_sort | research data reusability conceptual foundations barriers and enabling technologies |
| topic | data reuse data discoverability data understandability relational thinking data abstraction data representation metadata explicit knowledge tacit knowledge data publishing |
| url | http://www.mdpi.com/2304-6775/5/1/2 |
| work_keys_str_mv | AT costantinothanos researchdatareusabilityconceptualfoundationsbarriersandenablingtechnologies |