openknowledgemaps.org

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Map a research topic with AIbeta Get an overview - Find documents - Identify concepts PubMed (life sciences) BASE (all disciplines) Refine your search All timeLast monthLast yearCustom rangeAll time All time Last month Last year Custom rangeMost relevantMost recentMost relevant Most relevant Most recentAudioBookBook partConference objectCourse materialDatasetImage/videoJournal/newspaperJournal/newspaper articleJournal/newspaper other contentLectureManuscriptMapMoving image/videoMusical notationOther/Unknown materialPatentReportReviewSoftwareStill imageTextThesisThesis: bachelorThesis: doctoral and postdoctoralThesis: master1 Document types Select all Audio Book Book part Conference object Course material Dataset Image/video Journal/newspaper Journal/newspaper article Journal/newspaper other content Lecture Manuscript Map Moving image/video Musical notation Other/Unknown material Patent Report Review Software Still image Text Thesis Thesis: bachelor Thesis: doctoral and postdoctoral Thesis: masterHigh metadata quality (abstract required, minimum length: 300 characters)Low metadata quality (no abstract required, which may significantly reduce map quality)High metadata quality (abstract required, minimum length: 300 characters) High metadata quality (abstract required, minimum length: 300 characters) Low metadata quality (no abstract required, which may significantly reduce map quality)From: To: GO Try out:digital educationclimate change AND impact Our mission Transforming research discovery Open Knowledge Maps is the world's largest AI-based search engine for scientific knowledge. We dramatically increase the visibility of research findings for science and society alike. Learn more about us Open and nonprofit We are a charitable non-profit organization based on the principles of open science. Our aim is to create an inclusive, sustainable and equitable infrastructure that can be used by anyone. Check out our team A sustainable platform We propose to fund Open Knowledge Maps in a collective effort. Organizations are invited to become supporting members and co-create the platform with us. Become a supporting member Awards What users and supporters say We joined Open Knowledge Maps as a Supporting Member because it is an innovative tool for literature search and we are eager to support the further development of Open Knowledge Maps. Dr. David Johann, Head of Group Knowledge Management, ETH Library, ETH Zurich I love how OKMaps breaks down the papers into clusters allowing me to identify themes in the literature and focus on papers that are most pertinent for my work. Girija Goyal, ReFigure Co-Founder, Staff Scientist at Wyss Institute for Biologically Inspired Engineering at Harvard University, USA Open Knowledge Maps is a considerable reinforcement in the areas of open science & open access, which are central to our research services. Dr. Andrea Hacker, Open Access and Bern Open Publishing (BOP), University Library Bern Now that science gets more and more open, we need ways to visualize it in a relevant way. That's why I support OKMaps. Jean-Claude Burgelman, Professor of Open Science at VUB, Editor in Chief at Frontiers Policy Labs Open Knowledge Maps is one of these initiatives we consider to be a visionary innovator in the field of discovery in open spaces. Prof. Dr. Klaus Tochtermann, Director, ZBW Education and Knowledge empower people, and everybody should have access to them, it is great to have tools like Open Knowledge Maps empowering people around the world. Mari Plaza, Data Scientist Custom integrations Would you like to complement your services with our AI-based discovery tools? Using our Custom Services, organisations are able to embed Open Knowledge Maps components in their own discovery systems. Explore live case studies Supporting members Funders PrevNextJanFebMarAprMayJunJulAugSepOctNovDec16651666166716681669167016711672167316741675167616771678167916801681168216831684168516861687168816891690169116921693169416951696169716981699170017011702170317041705170617071708170917101711171217131714171517161717171817191720172117221723172417251726172717281729173017311732173317341735173617371738173917401741174217431744174517461747174817491750175117521753175417551756175717581759176017611762176317641765176617671768176917701771177217731774177517761777177817791780178117821783178417851786178717881789179017911792179317941795179617971798179918001801180218031804180518061807180818091810181118121813181418151816181718181819182018211822182318241825182618271828182918301831183218331834183518361837183818391840184118421843184418451846184718481849185018511852185318541855185618571858185918601861186218631864186518661867186818691870187118721873187418751876187718781879188018811882188318841885188618871888188918901891189218931894189518961897189818991900190119021903190419051906190719081909191019111912191319141915191619171918191919201921192219231924192519261927192819291930193119321933193419351936193719381939194019411942194319441945194619471948194919501951195219531954195519561957195819591960196119621963196419651966196719681969197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026MoTuWeThFrSaSu      12345678910111213141516171819202122232425262728293031 --- Our Goal is to transform the discovery of scientific knowledge. We are building an AI-based visual interface that dramatically increases the visibility of research findings for science and society alike. We are a charitable non-profit organization and we believe that a better way to explore and discover scientific knowledge will benefit us all. Advantages Get an overview of a research topic: knowledge maps provide an instant overview of a topic by showing the main areas at a glance, and documents related to each area. This makes it possible to easily identify useful, pertinent information. Separate the wheat from the chaff: our AI pipeline clusters similar documents together. This makes it easier to identify relevant content when you are searching for an ambiguous term, or when you would like to identify content from a single discipline in a multidisciplinary field. Identify relevant concepts with the help of AI: one of the most difficult tasks when you are new in a research field is to learn the “language” of the field. Open Knowledge Maps makes it easier for you by labelling research areas with relevant concepts. Find open content: our knowledge maps include both closed and open access documents. However we highlight open access documents - and the majority of those documents can be read from within the interface. And if not, the fulltext is only a click away. Create a knowledge map How it works 1 A Knowledge Map presents you with a topical overview for your search query based on the most relevant documents matching your query. 2 We operate an artificial intelligence (AI) pipeline to create the knowledge maps. The pipeline combines natural language processing methods to aggregate and display publications according to similarity in topics. 3 The visualization is intended to give you a head start on your scholarly search. You can identify relevant areas at a glance and documents related to them. Find out more in our FAQs The future of research discovery Consider interactive geo maps for a moment. We use them every day - not only to navigate from A to B, but to discover the world around us. Looking for a restaurant, a park or a nearby service? A map lets you explore an area, zoom in and out, and instantly see what matters. You can browse, compare and follow your curiosity, even take a virtual stroll down the street. In essence, interactive maps have become visual discovery engines for the physical world. Now imagine a system where you can discover knowledge in very much the same way. This is our vision for the future of Open Knowledge Maps. The following sketches illustrate what this could look like: Start your journey with a research question or keyword - or zoom directly in to a specific discipline Choose between different visual discovery modes depending on your task and stage in the research process Get all the details on a specific research output, including an AI-generated summary tailored to your query or question In this future, AI supports discovery - but users remain in control. Our approach is grounded in transparency, openness, and responsible use of AI, ensuring that the tools researchers rely on remain explainable and trustworthy. More information Supporting membership We propose to fund Open Knowledge Maps in a collective effort. Organizations are invited to become supporting members and co-create the platform with us. Find out more Services for institutions The OKMaps Custom Services are an additional offering for organisations that would like to embed our AI-based services in their own systems and workflows. A wide range of data sources, use cases and features are available to support different needs. Find out more Training materials Would you like to introduce Open Knowledge Maps to your community? We put together a workshop kit that makes it easy to introduce the tool to your peers. View materials Visualization framework Check out our open source visualization framework Headstart on Github. Go to github Journal article Find out more about how Open Knowledge Maps works in 027.7 Journal for Library Culture. Read article FAQs Do you still have questions? Have a look at our Frequently Asked Questions section. Read FAQs Featured in --- × You are using an unsupported browser. This website was successfully tested with the latest versions of Firefox, Chrome, Safari, Opera, and Edge. We strongly suggest to switch to one of the supported browsers. Map a research topic with AIbeta Get an overview - Find documents - Identify concepts PubMed (life sciences) BASE (all disciplines) Refine your search All timeLast monthLast yearCustom rangeAll time All time Last month Last year Custom rangeMost relevantMost recentMost relevant Most relevant Most recentAudioBookBook partConference objectCourse materialDatasetImage/videoJournal/newspaperJournal/newspaper articleJournal/newspaper other contentLectureManuscriptMapMoving image/videoMusical notationOther/Unknown materialPatentReportReviewSoftwareStill imageTextThesisThesis: bachelorThesis: doctoral and postdoctoralThesis: master1 Document types Select all Audio Book Book part Conference object Course material Dataset Image/video Journal/newspaper Journal/newspaper article Journal/newspaper other content Lecture Manuscript Map Moving image/video Musical notation Other/Unknown material Patent Report Review Software Still image Text Thesis Thesis: bachelor Thesis: doctoral and postdoctoral Thesis: masterHigh metadata quality (abstract required, minimum length: 300 characters)Low metadata quality (no abstract required, which may significantly reduce map quality)High metadata quality (abstract required, minimum length: 300 characters) High metadata quality (abstract required, minimum length: 300 characters) Low metadata quality (no abstract required, which may significantly reduce map quality)From: To: GO Try out:digital educationclimate change AND impact Our mission Transforming research discovery Open Knowledge Maps is the world's largest AI-based search engine for scientific knowledge. We dramatically increase the visibility of research findings for science and society alike. Learn more about us Open and nonprofit We are a charitable non-profit organization based on the principles of open science. Our aim is to create an inclusive, sustainable and equitable infrastructure that can be used by anyone. Check out our team A sustainable platform We propose to fund Open Knowledge Maps in a collective effort. Organizations are invited to become supporting members and co-create the platform with us. Become a supporting member Awards What users and supporters say We joined Open Knowledge Maps as a Supporting Member because it is an innovative tool for literature search and we are eager to support the further development of Open Knowledge Maps. Dr. David Johann, Head of Group Knowledge Management, ETH Library, ETH Zurich I love how OKMaps breaks down the papers into clusters allowing me to identify themes in the literature and focus on papers that are most pertinent for my work. Girija Goyal, ReFigure Co-Founder, Staff Scientist at Wyss Institute for Biologically Inspired Engineering at Harvard University, USA Open Knowledge Maps is a considerable reinforcement in the areas of open science & open access, which are central to our research services. Dr. Andrea Hacker, Open Access and Bern Open Publishing (BOP), University Library Bern Now that science gets more and more open, we need ways to visualize it in a relevant way. That's why I support OKMaps. Jean-Claude Burgelman, Professor of Open Science at VUB, Editor in Chief at Frontiers Policy Labs Open Knowledge Maps is one of these initiatives we consider to be a visionary innovator in the field of discovery in open spaces. Prof. Dr. Klaus Tochtermann, Director, ZBW Education and Knowledge empower people, and everybody should have access to them, it is great to have tools like Open Knowledge Maps empowering people around the world. Mari Plaza, Data Scientist Custom integrations Would you like to complement your services with our AI-based discovery tools? Using our Custom Services, organisations are able to embed Open Knowledge Maps components in their own discovery systems. Explore live case studies Supporting members Funders PrevNextJanFebMarAprMayJunJulAugSepOctNovDec16651666166716681669167016711672167316741675167616771678167916801681168216831684168516861687168816891690169116921693169416951696169716981699170017011702170317041705170617071708170917101711171217131714171517161717171817191720172117221723172417251726172717281729173017311732173317341735173617371738173917401741174217431744174517461747174817491750175117521753175417551756175717581759176017611762176317641765176617671768176917701771177217731774177517761777177817791780178117821783178417851786178717881789179017911792179317941795179617971798179918001801180218031804180518061807180818091810181118121813181418151816181718181819182018211822182318241825182618271828182918301831183218331834183518361837183818391840184118421843184418451846184718481849185018511852185318541855185618571858185918601861186218631864186518661867186818691870187118721873187418751876187718781879188018811882188318841885188618871888188918901891189218931894189518961897189818991900190119021903190419051906190719081909191019111912191319141915191619171918191919201921192219231924192519261927192819291930193119321933193419351936193719381939194019411942194319441945194619471948194919501951195219531954195519561957195819591960196119621963196419651966196719681969197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026MoTuWeThFrSaSu      12345678910111213141516171819202122232425262728293031 --- Our Team We are a charitable non-profit organization run by a dedicated core team based in Vienna with contributions from volunteers around the world. Peter Kraker Vienna Founder & Chairman Maxi Schramm Vienna Head of Product & Treasurer Christopher Kittel Vienna Head of Tech & Secretary Thomas Arrow Developer Know Center Organisational member Special thanks to our former contributors: Lewis Beardmore, Lauren Kondratiev, Michela Vignoli, Jan Konstant, Scott Chamberlain, Björn Brembs, Najmeh Shaghaei, Asura Enkhbayar, Fabian Kraut, Rainer Bachleitner, Yael Stein, Mike Skaug, Michael E. Karpeles, Naomi Most, Omiros Metaxas Our Supporting Members are contributing to the financial sustainability of Open Knowledge Maps. Find out more on how to become a supporting member. Visionary Membership Sustaining Membership Basic Membership Our Advisors are guiding the development of Open Knowledge Maps. Peter Murray-Rust Founder ContentMine Stefanie Lindstaedt Founding President IT:U Interdisciplinary Transformation University Jean-Claude Burgelman Professor of Open Science at VUB Editor in Chief at Frontiers Policy Labs Natalia Manola Project Director OpenAIRE Klaus Tochtermann Director ZBW - Leibniz Information Centre for Economics Bertil F. Dorch Director University Library of Southern Denmark Katja Mayer Researcher and Lecturer University of Vienna Claudia Garád Executive Director Wikimedia Österreich Birgit Schmidt Scientific Manager/Project Coordinator Göttingen State and University Library Elena Giglia Head of Open Access Office University of Turin Najmeh Shaghaei Head of Library at Campus Sønderborg University Library of Southern Denmark Daniel Mietchen Senior Researcher University of Virginia Andreas Ferus Director Library of the Academy of Fine Arts Vienna Dasapta Erwin Irawan Researcher and Lecturer in hydrogeology Institut Teknologi Bandung RINarxiv Isabella Peters Professor of Web Science ZBW - Leibniz Information Centre for Economics & Kiel University Björn Brembs Professor of Neurogenetics University of Regensburg Elisabeth Lex Assistant Professor Graz University of Technology Osman Aldirdiri Executive Committee Member SPARC Africa Tony Ross-Hellauer Senior Researcher Know-Center Asura Enkhbayar PhD student Simon Fraser University Stefan Kasberger Board Member Open Knowledge Austria Stefanie Haustein Assistant professor University of Ottawa Michael E. Karpeles Citizen of the world Internet Archive Christine Zhang OpenNews Fellow Knight-Mozilla Sebastian Dennerlein PhD Student Graz University of Technology Antica Culina Postdoc Netherlands Institute of Ecology (NIOO-KNAW) Our Partners Our Network Memberships Funders