1+ {
2+ "Research data" : " RDM, FAIR principles and open science" ,
3+ "Scientific disciplines" : " RDM, FAIR principles and open science" ,
4+ "Research methodologies" : " RDM, FAIR principles and open science" ,
5+ "Research data lifecycle" : " RDM, FAIR principles and open science" ,
6+ "Roles and responsibilities in RDM" : " RDM, FAIR principles and open science" ,
7+ "Open science" : " RDM, FAIR principles and open science" ,
8+ "Reproducibility and replicability" : " RDM, FAIR principles and open science" ,
9+ "Scholarly communication" : " RDM, FAIR principles and open science" ,
10+ "Costs for RDM" : " RDM, FAIR principles and open science" ,
11+ "Data management planning" : " RDM, FAIR principles and open science" ,
12+ "FAIR data principles" : " RDM, FAIR principles and open science" ,
13+ "Data discovery" : " RDM, FAIR principles and open science" ,
14+ "Data reuse" : " RDM, FAIR principles and open science" ,
15+ "Data collection" : " RDM, FAIR principles and open science" ,
16+ "Data documentation" : " RDM, FAIR principles and open science" ,
17+ "Data organisation" : " RDM, FAIR principles and open science" ,
18+ "File naming (conventions)" : " RDM, FAIR principles and open science" ,
19+ "Data versioning" : " RDM, FAIR principles and open science" ,
20+ "Data formats and types" : " RDM, FAIR principles and open science" ,
21+ "Data back-up" : " RDM, FAIR principles and open science" ,
22+ "Data selection" : " RDM, FAIR principles and open science" ,
23+ "Data destruction" : " RDM, FAIR principles and open science" ,
24+ "Data preservation and archiving" : " RDM, FAIR principles and open science" ,
25+ "Data publication" : " RDM, FAIR principles and open science" ,
26+ "Data curation" : " RDM, FAIR principles and open science" ,
27+ "Data visualisation" : " RDM, FAIR principles and open science" ,
28+ "Data provenance" : " RDM, FAIR principles and open science" ,
29+ "Metadata (standard)" : " RDM, FAIR principles and open science" ,
30+ "Controlled vocabulary, ontology, taxonomy, thesaurus" : " RDM, FAIR principles and open science" ,
31+ "Linked Open Data and SPARQL" : " RDM, FAIR principles and open science" ,
32+ "FAIR metrics" : " RDM, FAIR principles and open science" ,
33+ "3-point FAIRification Framework (FAIR data point, FAIR Implementation Profile)" : " RDM, FAIR principles and open science" ,
34+ "Persistent identifier" : " RDM, FAIR principles and open science" ,
35+ "Open Archives Initiative Protocol for Metadata Harvesting (OAI-PMH)" : " RDM, FAIR principles and open science" ,
36+ "Spreadsheet tools" : " RDM, FAIR principles and open science" ,
37+ "Data modelling" : " RDM, FAIR principles and open science" ,
38+ "Data integration" : " RDM, FAIR principles and open science" ,
39+ "Data integrity, validation & quality" : " RDM, FAIR principles and open science" ,
40+ "Data cleaning & wrangling" : " RDM, FAIR principles and open science" ,
41+ "Database management" : " RDM, FAIR principles and open science" ,
42+ "Master data management" : " RDM, FAIR principles and open science" ,
43+ "Business intelligence" : " RDM, FAIR principles and open science" ,
44+ "RDM service model" : " RDM, FAIR principles and open science" ,
45+
46+ "Research software" : " Research software management" ,
47+ "Software management planning" : " Research software management" ,
48+ "Software version control (e.g., git and GitHub)" : " Research software management" ,
49+ "Software documentation" : " Research software management" ,
50+ "Software packaging (R, Python, etc.)" : " Research software management" ,
51+ "Software citation" : " Research software management" ,
52+ "FAIR software" : " Research software management" ,
53+ "Reproducibility" : " Research software management" ,
54+ "Coding conventions" : " Research software management" ,
55+ "Literate programming" : " Research software management" ,
56+ "Scientific workflows and data pipelines" : " Research software management" ,
57+ "Computer programming" : " Research software management" ,
58+ "Virtual environments and Containerisation" : " Research software management" ,
59+ "Continuous integration" : " Research software management" ,
60+ "Use of generative Artificial Intelligence in writing research software" : " Research software management" ,
61+
62+ "(Certified) Data Repositories" : " Data infrastructure" ,
63+ "Repository quality standards (e.g. CoreTrustSeal, ISAD(G), OAIS reference model)" : " Data infrastructure" ,
64+ "TRUST principles for digital repositories" : " Data infrastructure" ,
65+ "Tool criticism" : " Data infrastructure" ,
66+ "Data collection tools" : " Data infrastructure" ,
67+ "Data management services/tools" : " Data infrastructure" ,
68+ "Data storage (media)" : " Data infrastructure" ,
69+ "Data transfer tools" : " Data infrastructure" ,
70+ "Data analysis software/tools" : " Data infrastructure" ,
71+ "Cloud computing and High-performance computing" : " Data infrastructure" ,
72+ "Data security and Data classification" : " Data infrastructure" ,
73+ "Available RDM infrastructure and organisations" : " Data infrastructure" ,
74+ "European Open Science Cloud solutions" : " Data infrastructure" ,
75+
76+ "European, national and institutional policies on RDM, RSM and open science" : " Policy and governance" ,
77+ "Funder RDM, RSM and open science requirements" : " Policy and governance" ,
78+ "Journal policies related to RDM" : " Policy and governance" ,
79+ "Policy development" : " Policy and governance" ,
80+ "Policy implementation" : " Policy and governance" ,
81+ "Policy monitoring" : " Policy and governance" ,
82+ "Translating policy to organisational strategy" : " Policy and governance" ,
83+ "Responsible metrics (bibliometrics, altmetrics)" : " Policy and governance" ,
84+ "Digital sovereignty" : " Policy and governance" ,
85+ "Data governance" : " Policy and governance" ,
86+ "Data ownership" : " Policy and governance" ,
87+ "Key Performance Indicators (KPI) for RDM" : " Policy and governance" ,
88+
89+ "Privacy and data protection (GDPR, UAVG)" : " Legal and ethical responsibilities" ,
90+ "Sensitive data/Confidentiality" : " Legal and ethical responsibilities" ,
91+ "Intellectual property rights" : " Legal and ethical responsibilities" ,
92+ "copyright" : " Legal and ethical responsibilities" ,
93+ "patents" : " Legal and ethical responsibilities" ,
94+ "trademarks" : " Legal and ethical responsibilities" ,
95+ "Research in consortia" : " Legal and ethical responsibilities" ,
96+ "Data and software licenses " : " Legal and ethical responsibilities" ,
97+ "License compatibility" : " Legal and ethical responsibilities" ,
98+ "Information security" : " Legal and ethical responsibilities" ,
99+ "Knowledge security" : " Legal and ethical responsibilities" ,
100+ "European data legislation" : " Legal and ethical responsibilities" ,
101+ "AI Act" : " Legal and ethical responsibilities" ,
102+ "Data Governance Act" : " Legal and ethical responsibilities" ,
103+ "Data Act" : " Legal and ethical responsibilities" ,
104+ "European Health Data Space" : " Legal and ethical responsibilities" ,
105+ "(Cyber)security legislation, e.g. NIS2 Directive" : " Legal and ethical responsibilities" ,
106+ "Trade Secret Protection Act" : " Legal and ethical responsibilities" ,
107+ "Research ethics and integrity" : " Legal and ethical responsibilities" ,
108+ "CARE principles" : " Legal and ethical responsibilities" ,
109+ "Diversity, equity & inclusion" : " Legal and ethical responsibilities" ,
110+
111+ "Needs assessment" : " Training and awareness raising" ,
112+ "Instructional design" : " Training and awareness raising" ,
113+ "FAIR-by-Design methodology" : " Training and awareness raising" ,
114+ "Carpentries methodology" : " Training and awareness raising" ,
115+ "Training andragogy " : " Training and awareness raising" ,
116+ "Didactic methods" : " Training and awareness raising" ,
117+ "Presentation skills" : " Training and awareness raising" ,
118+ "Written communication skills" : " Training and awareness raising" ,
119+ "Open Educational Resources" : " Training and awareness raising" ,
120+ "Diagnostic, formative and summative assessment" : " Training and awareness raising" ,
121+ "Course evaluation " : " Training and awareness raising" ,
122+ "Student satisfaction" : " Training and awareness raising" ,
123+
124+ "Networking skills" : " Transversal skills" ,
125+ "Community management" : " Transversal skills" ,
126+ "Existing RDM networks/ communities" : " Transversal skills" ,
127+ "Consultancy" : " Transversal skills" ,
128+ "Advocacy" : " Transversal skills" ,
129+ "Conflict resolution" : " Transversal skills" ,
130+ "Negotiating" : " Transversal skills" ,
131+ "Active listening" : " Transversal skills" ,
132+ "Stakeholder analysis" : " Transversal skills" ,
133+ "Stakeholder engagement" : " Transversal skills" ,
134+ "Organisational development" : " Transversal skills" ,
135+ "Project management (methodologies)" : " Transversal skills" ,
136+ "Change management" : " Transversal skills" ,
137+ "Binding Leadership" : " Transversal skills" ,
138+ "Facilitation" : " Transversal skills" ,
139+ "Teamwork" : " Transversal skills"
140+ }
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