@prefix derw: . @prefix bibo: . @prefix cito: . @prefix dct: . @prefix dctype: . @prefix dns3: . @prefix foaf: . @prefix gr: . @prefix lcsh: . @prefix madsrdf: . @prefix org: . @prefix owl: . @prefix prov: . @prefix rdf: . @prefix rdfs: . @prefix skos: . @prefix wd: . @prefix xsd: . derw:Derwen_Vocab a skos:ConceptScheme ; skos:prefLabel "Derwen Vocabulary"@en ; skos:definition "A mid-level SKOS/OWL ontology to describe online resources at Derwen, Inc."@en ; dct:publisher "derwen.ai" . derw:derwen_ai a dns3:Domain , org:FormalOrganization ; skos:prefLabel "Derwen, Inc."@en ; skos:altLabel "derwen.ai"@en ; skos:altLabel "Derwen"@en ; skos:altLabel "Derwen"@cy ; gr:hasDUNS "116589020"^^xsd:string ; dct:identifier wd:Q91148424 ; dct:source ; skos:definition "Derwen, Inc., a private California corporation; we look differently at problems faced in common w.r.t. Data/AI: themes, issues, governance, risk, people, projects, near-term scenarios; by appointment only."@en ; dct:subject derw:topic_Artificial_Intelligence, derw:topic_Open_Source_Software . derw:citeKey rdfs:domain bibo:Document ; rdfs:range xsd:string ; skos:definition "bibliographic citekey for team use in related publications"@en ; skos:broader wd:Q1713 ; dct:source ; dct:source ; . derw:openAccess rdfs:domain bibo:Document ; rdfs:range dct:identifier ; skos:definition "open access URL for a cited document"@en ; skos:closeMatch wd:Q232932 ; dct:source ; . derw:apidocs_args rdfs:domain derw:PythonFunction ; rdfs:range xsd:string ; skos:definition "string representation of the argument list for a Python function"@en ; . derw:apidocs_file rdfs:domain derw:PythonFunction ; rdfs:range xsd:string ; skos:definition "source file for a module in a Python package"@en ; . derw:apidocs_line rdfs:domain derw:PythonFunction ; rdfs:range xsd:integer ; skos:definition "line number within a source file for a Python definition"@en ; . derw:apidocs_ns_path rdfs:domain derw:PythonFunction ; rdfs:range xsd:string ; skos:definition "namespace path for a component of a Python package"@en ; . derw:PythonFunction a skos:Concept , prov:Entity ; skos:prefLabel "Function"@en ; dct:identifier wd:Q190686 ; skos:definition "A block of code which only runs when it is called, which can return data as a result."@en . derw:PythonMethod a derw:PythonFunction ; skos:prefLabel "Method"@en ; dct:identifier wd:Q815844 ; skos:definition "A function that belongs to an object which instantiates a class."@en . derw:PythonParam a skos:Concept , prov:Entity ; skos:prefLabel "Parameter"@en ; dct:identifier wd:Q1410440 ; skos:definition "Data passed into a function call."@en . derw:PythonClass a skos:Concept , prov:Entity ; skos:prefLabel "Class"@en ; dct:identifier wd:Q4479242 ; skos:definition "A means of bundling data and functionality together, to define how objects get created."@en . derw:PythonPackage a skos:Concept , prov:Entity ; skos:prefLabel "Package"@en ; dct:identifier wd:Q188860 ; skos:definition "A software library in Python which defines one or more modules."@en . derw:WebPage a skos:Concept , dctype:InteractiveResource ; skos:prefLabel "Web Page"@en ; skos:altLabel "Page"@en ; skos:altLabel "HTML Page"@en ; skos:altLabel "WWW Page"@en ; dct:identifier wd:Q36774 ; skos:definition "A web page served on this domain."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:Shorty a skos:Concept , dctype:InteractiveResource ; skos:prefLabel "Shortened Link"@en ; skos:altLabel "Shorty"@en ; dct:identifier wd:Q102014 ; skos:definition "A shortened hyperlink, either internal to the site or link to external online resources."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:Feature a derw:Shorty ; skos:prefLabel "Featured Link"@en ; skos:altLabel "Feature"@en ; skos:definition "A featured hyperlink to another organization of interest."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:Show a derw:WebPage , cito:Citation , dct:BibliographicResource ; skos:prefLabel "Chwedl Show"@en ; skos:altLabel "Show"@en ; skos:altLabel "Slide Deck"@en ; skos:altLabel "Presentation"@en ; dct:identifier wd:Q604733 ; skos:definition "A form of audio/textual/visual communication used to present a set of topics to an audience, which includes interactive content such as hyperlinks, computable content, assessment, etc."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:Publication a skos:Concept , cito:Citation , dct:BibliographicResource ; skos:prefLabel "Publication"@en ; skos:altLabel "Published Work"@en ; dct:identifier wd:Q732577 ; skos:definition "Published Content made available to the general public."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:Author a skos:Concept , foaf:Agent , dctype:InteractiveResource ; skos:prefLabel "Author"@en ; dct:identifier wd:Q482980 ; skos:definition "An author of a publication."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:User a skos:Concept , foaf:Agent ; skos:prefLabel "User"@en ; dct:identifier wd:Q278368 ; skos:definition "A person or automated process using the online resources on this domain."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:Member a derw:User ; skos:prefLabel "Member"@en ; dct:identifier wd:Q10638511 ; skos:definition "A person or automated process who is both authenticated and authorized to access non-public online resources on this domain."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:Cal a skos:Concept ; skos:prefLabel "Cal"@en ; skos:altLabel "Calendar event"@en ; dct:identifier wd:Q1656682 ; skos:definition "A published calendar event, per the RFC 5545 spec for iCalendar interchange format."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:Event a derw:Cal ; skos:prefLabel "Event"@en ; skos:altLabel "Conference"@en ; skos:altLabel "Workshop"@en ; skos:altLabel "Meetup"@en ; skos:altLabel "Webinar"@en ; skos:altLabel "Convention"@en ; dct:identifier wd:Q625994 ; skos:definition "A scheduled conference, workshop, meetup, webinar, etc."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:Assess a skos:Concept ; skos:prefLabel "Assess"@en ; skos:altLabel "Assessment"@en ; skos:altLabel "Self-Assessment"@en ; skos:altLabel "Formative Self-Assessment"@en ; skos:altLabel "Educational Assessment"@en ; skos:altLabel "Quiz"@en ; skos:altLabel "Exam"@en ; dct:identifier wd:Q2585724 ; skos:definition "An online resource used to improve learning and provide feedback about progress to the learner."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:Risk a skos:Concept ; skos:prefLabel "Risk"@en ; skos:altLabel "Risk Metric"@en ; dct:identifier wd:Q7336288 ; skos:definition "A concept quantified to describe a potential vulnerability, in the context of risk measurement and analysis."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:NewsItem a skos:Concept , dctype:InteractiveResource ; skos:prefLabel "News Item"@en ; skos:altLabel "News"@en ; skos:altLabel "RSS feed entry"@en ; dct:identifier wd:Q842397 ; skos:definition "A news item in the RSS feed of this domain."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:Topic a skos:Concept , madsrdf:Topic , madsrdf:Authority ; skos:prefLabel "topic"@en ; skos:altLabel "subject"@en ; skos:altLabel "term"@en ; skos:altLabel "terminology"@en ; skos:altLabel "definition"@en ; skos:altLabel "concept"@en ; dct:identifier wd:Q1969448 ; skos:definition "Subject heading used for classifying content and navigating discovery within it."@en ; skos:topConceptOf derw:Derwen_Vocabulary . derw:topic_Artificial_Intelligence a derw:Topic ; skos:prefLabel "artificial intelligence"@en ; skos:altLabel "AI"@en ; skos:closeMatch wd:Q11660 , lcsh:sh85008180 , ; skos:broader derw:topic_Computer_Science ; skos:definition "A field of computer science and engineering practices for intelligence demonstrated by machines and intelligent agents, often in terms of augmenting existing social systems."@en . derw:topic_AutoML a derw:Topic ; skos:prefLabel "automl"@en ; skos:altLabel "automated machine learning"@en ; skos:altLabel "automated ML"@en ; skos:closeMatch wd:Q43967068 , , ; skos:broader derw:topic_Machine_Learning ; skos:definition "Use of machine learning and algorithmic optimization strategies across the end-to-end process of machine learning to fine-tune or enhance steps which would otherwise be time-consuming, biased, or otherwise difficult for people to perceive at scale."@en . derw:topic_Cloud_Computing a derw:Topic ; skos:prefLabel "cloud computing"@en ; skos:altLabel "cloud"@en ; skos:closeMatch wd:Q483639 , lcsh:sh2008004883 , , ; skos:broader derw:topic_Computer_Science ; skos:definition "The on-demand availability of computing resources over the Internet without direct active management by the user, often paid for on a short-term basis, giving the illusion of infinite computing resources available and thereby eliminating the need to plan far ahead for provisioning."@en . derw:topic_Computable_Content a derw:Topic ; skos:prefLabel "computable content"@en ; skos:closeMatch , , ; skos:broader derw:topic_Computer_Science ; skos:definition "Interactive learning materials which leverage remote computation, e.g., Jupyter notebooks."@en . derw:topic_Computer_Science a derw:Topic ; skos:prefLabel "computer science"@en ; skos:altLabel "computing"@en ; skos:altLabel "CS"@en ; skos:closeMatch wd:Q21198 , lcsh:sh89003285 , ; skos:definition "Theoretical foundations of information and computation and of practical techniques for their implementation and application in computer systems."@en . derw:topic_Data_Engineering a derw:Topic ; skos:prefLabel "data engineering"@en ; skos:closeMatch , ; skos:broader derw:topic_Data_Science ; skos:related derw:topic_Cloud_Computing ; skos:definition "Specialized skills in developing software around big data, creating infrastructure in support of data science teams."@en . derw:topic_Data_Governance a derw:Topic ; skos:prefLabel "data governance"@en ; skos:closeMatch wd:Q872685 ; skos:broader derw:topic_Data_Strategy ; skos:related derw:topic_MLOps ; skos:definition "Capability encompassing the people, processes, and information technology required for consistent and proper handling of an organization's data throughout its full lifecycle, including availability, usability, relevance, consistency, data quality, security, compliance, and accountability."@en . derw:topic_Data_Science a derw:Topic ; skos:prefLabel "data science"@en ; skos:closeMatch wd:Q2374463 , , , , ; skos:broader derw:topic_Computer_Science ; skos:related derw:topic_Artificial_Intelligence ; skos:definition "An interdisciplinary field which emerged from industry not academia, focused on deriving insights from data, emphasizing how to leverage curiosity and domain expertise, and applying increasingly advanced mathematics for novel business cases in response to surges in data rates and compute resources."@en . derw:topic_Data_Science_Teams a derw:Topic ; skos:prefLabel "data science teams"@en ; skos:broader derw:topic_Data_Science ; skos:closeMatch , ; skos:definition "Inherently interdisciplinary teams which apply data science approaches to surface insights on behalf of an organization, and develop AI applications for its business use cases."@en . derw:topic_Data_Strategy a derw:Topic ; skos:prefLabel "data strategy"@en ; skos:broader derw:topic_Computer_Science ; skos:definition "The tools, processes, and practices that define how to manage and leverage data to make informed decisions."@en . derw:topic_Decentralization a derw:Topic ; skos:prefLabel "decentralization"@en ; skos:closeMatch wd:Q188961 ; skos:broader derw:topic_Computer_Science ; skos:definition "The process of redistributing or dispersing functions, powers, people or things away from a central location or authority; e.g., data which is not stored in one place or controlled by one party."@en . derw:topic_Global_Media a derw:Topic ; skos:prefLabel "global media"@en ; skos:closeMatch wd:Q721437 , , ; skos:related derw:topic_Computer_Science ; skos:definition "Mass communication on a global level, allowing people across the world to share and access information through iteractive digital media technologies such as the internet, world wide web, social networks, and so on."@en . derw:topic_Hardware a derw:Topic ; skos:prefLabel "hardware"@en ; skos:altLabel "integrated circuits"@en ; skos:closeMatch wd:Q3966 , lcsh:sh85067117 , ; skos:broader derw:topic_Computer_Science ; skos:definition "The physical components of a computer, especially the electronic circuitry."@en . derw:topic_Healthcare a derw:Topic ; skos:prefLabel "healthcare"@en ; skos:altLabel "health care"@en ; skos:altLabel "medical care"@en ; skos:closeMatch wd:Q31207 , lcsh:sh85082871 ; skos:definition "The prevention of disease and promotion of wellbeing."@en . derw:topic_Human-in-the-loop a derw:Topic ; skos:prefLabel "Human-in-the-loop"@en ; skos:altLabel "HITL"@en ; skos:altLabel "active learning"@en ; skos:closeMatch wd:Q51666139 , wd:Q4677561 ; skos:broader derw:topic_Machine_Learning ; skos:definition "A special case of machine learning in which a learning algorithm interacts with people (called an 'oracle') to make judgements about labeling data. Especially useful in situations where unlabeled data is abundant and manual labeling is expensive."@en . derw:topic_Industry_Perspectives a derw:Topic ; skos:prefLabel "industry perspectives"@en ; skos:broader derw:topic_Computer_Science ; skos:definition "Analysis of the impact of new technologies, including spotlights on the influential people and projects, plus discourse about the apparent business drivers, potential risks, and most-likely outcomes."@en . derw:topic_Knowledge_Graph a derw:Topic ; skos:prefLabel "knowledge graph"@en ; skos:altLabel "KG"@en ; skos:closeMatch wd:Q33002955 , ; skos:broader derw:topic_Artificial_Intelligence ; skos:definition "A knowledge base that uses a graph-structured data model, representing and annotating interlinked descriptions of entities, with an overlay of semantic metadata."@en . derw:topic_Knowledge_Graph_Conference a derw:Topic ; skos:prefLabel "knowledge graph conference"@en ; skos:altLabel "KGC"@en ; skos:closeMatch ; skos:broader derw:topic_Knowledge_Graph ; skos:definition "Founded in 2019 at Columbia University, The Knowledge Graphs Conference is emerging as the premiere source of learning around knowledge graph technologies. We believe knowledge graphs are an underutilized yet essential force for solving complex societal challenges like climate change, democratizing access to knowledge and opportunity, and capturing business value made possible by the AI revolution."@en . derw:topic_Machine_Learning a derw:Topic ; skos:prefLabel "machine learning"@en ; skos:altLabel "ML"@en ; skos:closeMatch wd:Q2539 , lcsh:sh85079324 , ; skos:broader derw:topic_Artificial_Intelligence ; skos:definition "The study of computer algorithms that can improve automatically through experience, e.g., using data or simulations."@en . derw:topic_Mathematics a derw:Topic ; skos:prefLabel "mathematics"@en ; skos:altLabel "math"@en ; skos:altLabel "maths"@en ; skos:closeMatch wd:Q395 , lcsh:sh85082139 ; skos:related derw:topic_Data_Science , derw:topic_Machine_Learning ; skos:definition "The science of abstract objects and structures, including topics such as measures of quantity, space, change, probability, and optimization."@en . derw:topic_MLOps a derw:Topic ; skos:prefLabel "mlops"@en ; skos:altLabel "machine learning operations"@en ; skos:closeMatch wd:Q60753505 , ; skos:broader derw:topic_Machine_Learning ; skos:definition "DevOps principles and practices applied to new considerations which ML business use cases introduce, generally as a coordination among Data Science, Operations, and Governance (GRC) teams to manage the entire lifecycle of AI applications in production."@en . derw:topic_Natural_Language a derw:Topic ; skos:prefLabel "natural language"@en ; skos:altLabel "NLP"@en ; skos:closeMatch wd:Q30642 , lcsh:sh88002425 , ; skos:broader derw:topic_Artificial_Intelligence ; skos:definition "Intersection of computer science and linguistics, used to leverage data in the form of text, speech, and images to identify structure and meaning. Also used for enabling people and computer-based agents to interact using natural language."@en . derw:topic_News a derw:Topic ; skos:prefLabel "news"@en ; skos:closeMatch wd:Q38926 , lcsh:sh85118671 ; skos:related derw:topic_Computer_Science ; skos:definition "Curated information about recent content and current events."@en . derw:topic_Open_Source_Software a derw:Topic ; skos:prefLabel "open source software"@en ; skos:altLabel "open source"@en ; skos:altLabel "OSS"@en ; skos:closeMatch wd:Q1130645 ; skos:broader derw:topic_Computer_Science ; skos:definition "Computer software that has its source code released through a license in which the copyright holder grants users rights to use, study, change, and distribute the software, where a community maintains and extends that code."@en . derw:topic_Reinforcement_Learning a derw:Topic ; skos:prefLabel "reinforcement learning"@en ; skos:altLabel "RL"@en ; skos:closeMatch wd:Q830687 , lcsh:sh92000704 , ; skos:broader derw:topic_Machine_Learning ; skos:definition "Optimal control theory mixed with deep learning where software agents learn to take actions within an environment and make sequences of decisions to maximize a cumulative reward -- typically stated in terms of markov decision process -- finding a balance between exploration (uncharted territory) and exploitation (current knowledge). Generally a reverse engineering of various psychological learning processes."@en . derw:topic_Scholarly_Infrastructure a derw:Topic ; skos:prefLabel "scholarly infrastructure"@en ; skos:closeMatch , ; skos:related derw:topic_Global_Media ; skos:definition "Primarily web-based infrastructure for sharing and discovery of published scholarly works, including metadata for citations and links to data and code used."@en . derw:topic_Software_Engineering a derw:Topic ; skos:prefLabel "software engineering"@en ; skos:closeMatch wd:Q80993 , lcsh:sh87007398 ; skos:broader derw:topic_Computer_Science ; skos:definition "The application of systematic approaches to developing software."@en .