{"id":14196,"date":"2022-02-01T08:32:13","date_gmt":"2022-02-01T06:32:13","guid":{"rendered":"https:\/\/blogs.uef.fi\/ueflibrary\/?p=14196"},"modified":"2025-11-11T15:34:55","modified_gmt":"2025-11-11T13:34:55","slug":"visuaalisia-tiedonhaun-valineita","status":"publish","type":"post","link":"https:\/\/blogs.uef.fi\/ueflibrary\/visuaalisia-tiedonhaun-valineita\/","title":{"rendered":"Visuaalisia tiedonhaun v\u00e4lineit\u00e4 | Visual tools to explore research papers"},"content":{"rendered":"\n<figure class=\"wp-block-image alignnone wp-image-14734 size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1063\" height=\"453\" src=\"https:\/\/blogs.uef.fi\/ueflibrary\/wp-content\/uploads\/sites\/18\/2022\/01\/OKM_connected-2.png\" alt=\"Toisiaan leikkaavia ympyr\u00f6it\u00e4 joissa teksti\u00e4 sek\u00e4 viivojen yhdist\u00e4mi\u00e4 pallukoita. Results shown on Open Knowledge Maps and Connected Papers\" class=\"wp-image-14734\" srcset=\"https:\/\/blogs.uef.fi\/ueflibrary\/wp-content\/uploads\/sites\/18\/2022\/01\/OKM_connected-2.png 1063w, https:\/\/blogs.uef.fi\/ueflibrary\/wp-content\/uploads\/sites\/18\/2022\/01\/OKM_connected-2-151x64.png 151w, https:\/\/blogs.uef.fi\/ueflibrary\/wp-content\/uploads\/sites\/18\/2022\/01\/OKM_connected-2-768x327.png 768w\" sizes=\"auto, (max-width: 1063px) 100vw, 1063px\" \/><figcaption class=\"wp-element-caption\">Open Knowledge Maps ja Connected Papers -hakutuloksia | Results shown on Open Knowledge Maps and Connected Papers<\/figcaption><\/figure>\n\n\n\n<p><bdo lang=\"en\" dir=\"ltr\">(Please, scroll down to read in English.)<\/bdo><\/p>\n\n\n\n<p>Joka p\u00e4iv\u00e4 julkaistaan noin 4000 uutta tieteellist\u00e4 artikkelia tai muuta julkaisua. Miten l\u00f6yt\u00e4\u00e4 olennainen ja tieteellisesti p\u00e4tev\u00e4 suuresta massasta? Ovatko suuret julkaisum\u00e4\u00e4r\u00e4t kenenk\u00e4\u00e4n hallittavissa?<\/p>\n\n\n\n<p>Teko\u00e4lypohjaiset v\u00e4lineet ovat tulleet s\u00e4\u00e4st\u00e4m\u00e4\u00e4n tiedonhakijan aikaa ja vaivaa. Usein niit\u00e4 yhdist\u00e4\u00e4 hakutulosten esitt\u00e4minen visuaalisesti &#8221;karttana&#8221; tai muuna graafisen kuviona.<\/p>\n\n\n\n<p>Tarkoitus ei ole l\u00f6yt\u00e4\u00e4 kaikkea aiheeseen liittyv\u00e4\u00e4 vaan kone valitsee hakijan puolesta relevanteimmat ja mielenkiintoisimmat perustuen l\u00e4hdeluetteloihin, viittausketjuihin ja tekstin samankaltaisuuksiin (<bdo lang=\"en\" dir=\"ltr\">semantic similarity<\/bdo>). Avainsanoilla haku ei ole ainoa tapa l\u00f6yt\u00e4\u00e4 hyvi\u00e4 l\u00e4hteit\u00e4, &#8221;siemenen\u00e4&#8221; voi k\u00e4ytt\u00e4\u00e4 jotakin mielenkiintoista artikkelia.<\/p>\n\n\n\n<p>Uudet v\u00e4lineet ovat avoimia ja maksuttomasti k\u00e4ytett\u00e4vi\u00e4. Avoimen tieteen my\u00f6t\u00e4 on syntynyt tietokantoja (esim. <bdo lang=\"en\" dir=\"ltr\">Semantic Scholar<\/bdo>, BASE, CORE), joihin haravoidaan monialaisesti ymp\u00e4ri maailmaa tuhansien eri organisaatioiden julkaisuarkistoja (<bdo lang=\"en\" dir=\"ltr\">repositories<\/bdo>). Uudet hakuv\u00e4lineet k\u00e4ytt\u00e4v\u00e4t n\u00e4it\u00e4 pohjadatana. Lis\u00e4ksi PubMed biol\u00e4\u00e4ketieteen ja terveystieteiden avoimena tietokantana on monessa vaihtoehtona. Kaikki tuloksiin tulevat julkaisut eiv\u00e4t kuitenkaan ole avoimia. Avoin julkaiseminen on yleistynyt vasta viime vuosina.<\/p>\n\n\n\n<p>UEF-kirjastolla on ollut muutamia vuosia k\u00e4yt\u00f6ss\u00e4 Iris.ai, joka oli ensimm\u00e4isi\u00e4 teko\u00e4lypohjaisia v\u00e4lineit\u00e4 avoimen tieteellisen tiedon hakuun Googlen ja Google Scholarin vaihtoehtona . Kokemuksia Iris.ai:sta voi lukea<a href=\"https:\/\/journal.fi\/signum\/article\/view\/113613\"> Signum-lehden artikkelistamme<\/a>. Artikkelin kirjoittamisen seurauksena upposimme syvemm\u00e4lle vastaaviin hakuv\u00e4lineisiin. T\u00e4h\u00e4n olemme valinneet muutaman. Parhaiten k\u00e4sityksen saa kokeilemalla tai katsomalla linkit.<br \/>Iris.ai-tilaus on lopetettu It\u00e4-Suomen yliopiston kirjastossa huhtikuussa 2022. (teksti muokattu 29.4.2022)<em><br \/><\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.connectedpapers.com\/\"><bdo lang=\"en\" dir=\"ltr\">Connected Papers<\/bdo><\/a><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Pohjadata<\/strong>: <bdo lang=\"en\" dir=\"ltr\"><a href=\"https:\/\/www.semanticscholar.org\/about\/publishers\">Semantic Scholar<\/a> open research corpus<\/bdo><\/li>\n\n\n\n<li><strong>Miten haetaan?<\/strong><br \/>Jo tiedetyll\u00e4 artikkelilla (jonka voi hakea hakusanoin tai DOI:lla).<\/li>\n\n\n\n<li><strong>Mit\u00e4 tekee? <\/strong><br \/>Luo kaavion perustuen artikkelien samankaltaisuuteen, p\u00e4\u00e4llekk\u00e4isiin viittauksiin ja bibliografiseen kytkent\u00e4\u00e4n (&#8221;<bdo lang=\"en\" dir=\"ltr\">similarity graph<\/bdo>&#8221;).<em><br \/><\/em><\/li>\n\n\n\n<li><strong>Muuta<\/strong><br \/>&#8221;<bdo lang=\"en\" dir=\"ltr\">Prior works<\/bdo>&#8221; (ne julkaisut, joihin kartan ryhmittym\u00e4 useimmiten on viitannut)&nbsp; tai &#8221;<bdo lang=\"en\" dir=\"ltr\">derivative works<\/bdo>&#8221; (kartan julkaisuihin viitanneet).<br \/>Vahvemmat viivat ja solmujen (<bdo lang=\"en\" dir=\"ltr\">nodes<\/bdo>) l\u00e4heisyys ilmaisevat samankaltaisuutta.<\/li>\n\n\n\n<li><strong>Katso lis\u00e4\u00e4:&nbsp;<\/strong> <bdo lang=\"en\" dir=\"ltr\"><a href=\"https:\/\/youtu.be\/cA793vs92bc\">Get Relevant Research Literature with &#8221;Connected Papers&#8221;<\/a>, OpenEduResource (Youtube<\/bdo>, 4:59 min.). <a href=\"https:\/\/www.connectedpapers.com\/main\/4015ac788abac8b96cdc50dd7c71dfcd68f60e73\/Decision-making-in-child-protection%3A-An-international-comparative-study-on-maltreatment-substantiation%2C-risk-assessment-and-interventions-recommendations%2C-and-the-role-of-professionals'-child-welfare-attitudes.\/graph\">Esimerkki.<\/a><strong><br \/><\/strong><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/openknowledgemaps.org\/index\"><bdo lang=\"en\" dir=\"ltr\">Open Knowledge Maps<\/bdo><\/a><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Pohjadata<\/strong>: <a href=\"https:\/\/www.base-search.net\/about\/en\/index.php\">BASE<\/a>, <a href=\"https:\/\/primo.uef.fi\/permalink\/358FIN_UOEF\/mhajq\/alma9911697603705966\">PubMed<\/a><\/li>\n\n\n\n<li><strong>Miten haetaan?<\/strong><br \/>Hakusanoilla ja niiden yhdistelmill\u00e4 (<bdo lang=\"en\" dir=\"ltr\">AND-OR <\/bdo>Boolen hakulausekkeillakin).<\/li>\n\n\n\n<li><strong>Mit\u00e4 tekee? <\/strong><br \/>Hakee 100 relevanteinta ja tekee niist\u00e4 metadatan (tiivistelm\u00e4, otsikko, asiasanat) samankaltaisuuksiin perustuen ryhmi\u00e4 (<bdo lang=\"en\" dir=\"ltr\">clusters ~ &#8221;bubbles<\/bdo>&#8221;).<\/li>\n\n\n\n<li><strong>Muuta<br \/><\/strong>Haun rajaaminen esimerkiksi julkaisutyypill\u00e4 (oletuksena <bdo lang=\"en\" dir=\"ltr\">journal article<\/bdo>),.<br \/>Tietokantamaisin, t\u00e4ss\u00e4 mieless\u00e4 parhaat hakuominaisuudet ja rajausmahdollisuudet.<\/li>\n\n\n\n<li><strong>Katso lis\u00e4\u00e4:<\/strong>. <bdo lang=\"en\" dir=\"ltr\"><a href=\"https:\/\/www.youtube.com\/watch?v=CnY7vBlsen4\">Open knowledge maps The coffee lectures for scientists<\/a>, University Library Bern<\/bdo> (16:55 min.). <a href=\"https:\/\/openknowledgemaps.org\/map\/05d7a4fbf25a41ef6a56ff0b5cd62c68\">Esimerkki.<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.researchrabbit.ai\/\"><bdo lang=\"en\" dir=\"ltr\">ResearchRabbit<\/bdo><\/a><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Pohjadata<\/strong>: <bdo lang=\"en\" dir=\"ltr\"><a href=\"https:\/\/www.semanticscholar.org\/about\/publishers\">Semantic Scholar<\/a>, <a href=\"https:\/\/primo.uef.fi\/permalink\/358FIN_UOEF\/mhajq\/alma9911697603705966\">PubMed<\/a><\/bdo><\/li>\n\n\n\n<li><strong>Miten haetaan?<\/strong><br \/>Vaatii tunnusten\/tilin luomista.<br \/>Aloitetaan luomalla kokoelma (<bdo lang=\"en\" dir=\"ltr\">collection<\/bdo>), ja sinne edes yksi julkaisu.<\/li>\n\n\n\n<li><strong>Mit\u00e4 tekee?<br \/><\/strong>Luo suosituksia kokoelmasi perusteella perustuen otsikoihin, tiivistelm\u00e4\u00e4n ja muuhun metadataan. Visualisoi tulokset vaihtoehdoille <bdo lang=\"en\" dir=\"ltr\">\u201cSimilar Work\u201d, \u201cEarlier Work\u201d and \u201cLater Work\u201d.<\/bdo> Voit hyppi\u00e4 kartalla eteenp\u00e4in, luoda uusia &#8221;julkaisuverkostoja&#8221; my\u00f6s esimerkiksi tekij\u00f6ill\u00e4 ja l\u00e4hteill\u00e4.<\/li>\n\n\n\n<li><strong>Muuta<\/strong><br \/>Hienot iskulauseet:&nbsp;<bdo lang=\"en\" dir=\"ltr\"> \u201dSpotify for papers\u201d, &#8221;Reimagine Research. We\u2019re rethinking everything: literature search, alerts, and more.&#8221;<\/bdo><\/li>\n\n\n\n<li><strong>Katso lis\u00e4\u00e4:<br \/><\/strong><a href=\"https:\/\/player.vimeo.com\/video\/540313129\"><bdo lang=\"en\" dir=\"ltr\">Sprint through of our capabilities<\/bdo><\/a> (Vimeo; 1:28 min.),<bdo lang=\"en\" dir=\"ltr\"> <a href=\"https:\/\/youtu.be\/wHBql2JncyU\">Research Rabbit is the Spotify of Research Papers <\/a>(Danny Hatcher; Youtube<\/bdo>, 12:34 min.),<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/iris.ai\/university\/uef\/#get-started\">Iris.ai <\/a>(UEF:n tilaus lopetettu, 29.4.2022)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Pohjadata<\/strong>: <a href=\"https:\/\/core.ac.uk\/benefits\">CORE<\/a>, <a href=\"https:\/\/primo.uef.fi\/permalink\/358FIN_UOEF\/mhajq\/alma9911697603705966\">PubMed<\/a><\/li>\n\n\n\n<li><strong>Miten haetaan?<\/strong><br \/>Vaatii tunnusten\/tilin luomista.<br \/>Kiinnostavan artikkelin URL:ll\u00e4 tai DOI:lla. Lisensoidussa versiossa haku my\u00f6s luonnollisella kielell\u00e4 kirjoitetulla 300-500 sanan mittaisella tiivistelm\u00e4ll\u00e4.<\/li>\n\n\n\n<li><strong>Mit\u00e4 tekee?<br \/><\/strong>Luo k\u00e4sitekartan perustuen julkaisuissa k\u00e4ytettyihin terminologiaan.<strong><br \/><\/strong>Voit rajata haun esimerkiksi vain PubMediin.<\/li>\n\n\n\n<li><strong>Muuta<br \/><\/strong>Maksullisessa versiossa enemm\u00e4n ominaisuuksia, mm. Focusing-ty\u00f6kalu.<br \/>CORE pohjadatana tuo tuloksiin my\u00f6s <bdo lang=\"en\" dir=\"ltr\">bacherlor thesis<\/bdo> ja <bdo lang=\"en\" dir=\"ltr\">master thesis<\/bdo> -opinn\u00e4ytet\u00f6it\u00e4.<strong><br \/><\/strong><\/li>\n\n\n\n<li><strong>Katso lis\u00e4\u00e4: <\/strong><a href=\"https:\/\/iris.ai\/university\/uef\/#get-started\"><bdo lang=\"en\" dir=\"ltr\">Get started<\/bdo><\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Vahvuudet<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Visuaalisuus.<\/li>\n\n\n\n<li>Helppo p\u00e4\u00e4st\u00e4 alkuun (yhdell\u00e4 hyv\u00e4ll\u00e4 artikkelilla).<\/li>\n\n\n\n<li>Auttaa hahmottamaan tulosta paremmin kuin listat.<\/li>\n\n\n\n<li>Antaa yleiskuvan aiheesta ja k\u00e4sitteiden yhteyksist\u00e4.<\/li>\n\n\n\n<li>Hy\u00f6dyllist\u00e4 alkuvaiheessa, jos ei viel\u00e4 osaa rajata aihetta hakusanoilla.<\/li>\n\n\n\n<li>Auttaa l\u00f6yt\u00e4m\u00e4\u00e4n uusia yhteyksi\u00e4 ja kategorisointeja.<\/li>\n\n\n\n<li>Tieteidenv\u00e4lisyys, verkostot.<\/li>\n\n\n\n<li>Hyvi\u00e4 uuden tiedon seurantaan.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Huomioitavaa<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Pohjadata. Mik\u00e4 on tuloksen luotettavuus ja kattavuus? Ovatko tulokset vertaisarvioituja?<\/li>\n\n\n\n<li>Miten algoritmi toimii? Mit\u00e4 hakuv\u00e4line j\u00e4tt\u00e4\u00e4 tuloksista pois?<\/li>\n\n\n\n<li>Karttoihin tulee my\u00f6s satunnaisia asiakokonaisuuksia (&#8221;mit\u00e4 sattuu&#8221;). Toisaalta, onko ne helpompi j\u00e4tt\u00e4\u00e4 huomiotta visuaalisesta n\u00e4kym\u00e4st\u00e4?<\/li>\n\n\n\n<li>Miten asiakokonaisuudet yhdistyv\u00e4t? Vai yhdistyv\u00e4tk\u00f6? <bdo lang=\"en\" dir=\"ltr\">AND <\/bdo>vai <bdo lang=\"en\" dir=\"ltr\">OR<\/bdo>?<\/li>\n\n\n\n<li>Tunnettava alaa ja aihetta, oltava &#8221;sis\u00e4ll\u00e4&#8221;. Mill\u00e4 muuten erottaa relevanttiuden? Se on vain koneen relevanssia.<\/li>\n\n\n\n<li>Harha ja personointi. Hakujen toistettavuus ongelmallista<em>. <\/em><\/li>\n\n\n\n<li>Paljon viitatut julkaisut korostuvat n\u00e4idenkin tuloksissa, kuten Googlen hakuv\u00e4lineiss\u00e4kin.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Uudet v\u00e4lineet vanhojen rinnalla<\/h3>\n\n\n\n<p>Uudet v\u00e4lineet ovat l\u00e4hinn\u00e4 Google Scholarin kilpailijoita. Systemaattisiin tiedonhakuihin ne eiv\u00e4t riit\u00e4. L\u00e4ht\u00f6kohtana ei olekaan kaiken kattavuus, vaan yleiskuvan tai &#8221;otoksen&#8221; tarjoaminen. Uudet v\u00e4lineet voivat olla hyv\u00e4 aloituspaikka kirjallisuushakuun, samoin t\u00e4ydent\u00e4m\u00e4\u00e4n perinteisi\u00e4 tietokantahakuja.<\/p>\n\n\n\n<p>Artikkelitietokannoissa on paremmat rajausmahdollisuudet ja tieto seurattavista l\u00e4hteist\u00e4 on tiedonhakijan varmistettavissa. &#8221;<bdo lang=\"en\" dir=\"ltr\">Find similar&#8221; \/ &#8221;find related<\/bdo>&#8221; -ominaisuuksia on ollut jo pitk\u00e4\u00e4n, samoin kuin uutuusvahdit.<\/p>\n\n\n\n<p>Kaiken kaikkiaan kivalta n\u00e4ytt\u00e4\u00e4, mutta melko hakuammunnaltakin. Toki paljon riippuu my\u00f6s aiheesta ja tiedontarpeen tarkkuudesta. Yksin n\u00e4ihin v\u00e4lineisiin ei kannata luottaa, ja aikaa menee n\u00e4iss\u00e4kin py\u00f6rittelyyn ja eksymiseen.<\/p>\n\n\n\n<p>Kuulemme mielell\u00e4mme kommentteja!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><bdo lang=\"en\" dir=\"ltr\">Visual tools to explore research papers<\/bdo><\/h2>\n\n\n\n<p><bdo lang=\"en\" dir=\"ltr\">Every day sees the publication of around 4,000 new scholarly articles or other publications. How can one find what is relevant and valid from among all this information? Can anyone manage such large numbers of publications?<\/bdo><\/p>\n\n\n\n<p><bdo lang=\"en\" dir=\"ltr\">Tools based on artificial intelligence are here to save you time and effort as you look for information. Many of these AI tools also display results as a visual map or graph.<\/bdo><\/p>\n\n\n\n<p><bdo lang=\"en\" dir=\"ltr\">The purpose is not to find everything related to the topic in question but get a visual overview of a research topic. The tools select the most relevant and interesting content on behalf of the person performing the search, based on lists of references and citations and semantic similarities in the text. Keyword search is not the only way to find good sources, an interesting article can also be used as \u201cthe seed.\u201d<\/bdo><\/p>\n\n\n\n<p><bdo lang=\"en\" dir=\"ltr\">The new tools are open and free. Open science has generated databases (e.g. Semantic Scholar, BASE, Core) that harvest large numbers of multidisciplinary publication repositories around the world. The tools use them as data sources. Furthermore, the open PubMed database for biomedical and life sciences literature is often offered as an option. However, not all results are freely available. Open access publication has only become common in recent years.<\/bdo><\/p>\n\n\n\n<p><bdo lang=\"en\" dir=\"ltr\">For some years now, the UEF library have been using Iris.ai, one of the first AI-based search tools for scholarly open access information as an alternative for Google and Google Scholar. Writing <a href=\"https:\/\/journal.fi\/signum\/article\/view\/113613\">an article to Signum journal<\/a> (in Finnish) led us to dig deeper into similar search tools. We have selected some to present to you here. Trying them out or watching the links can give you a better idea of each tool.<\/bdo><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.connectedpapers.com\/\"><bdo lang=\"en\" dir=\"ltr\">Connected Papers<\/bdo><\/a><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><bdo lang=\"en\" dir=\"ltr\">Data source<\/bdo><\/strong>: <a href=\"https:\/\/www.semanticscholar.org\/about\/publishers\">Semantic Scholar<\/a> open research corpus.<\/li>\n\n\n\n<li><strong><bdo lang=\"en\" dir=\"ltr\">How does the search work?<br \/><\/bdo><\/strong>Search with a known article (that can be found with keywords or the DOI).<\/li>\n\n\n\n<li><strong><bdo lang=\"en\" dir=\"ltr\">What does the tool do?<\/bdo><\/strong><br \/>Generates a graph based on the similarity metric of articles, overlapping references and bibliographic connections.<\/li>\n\n\n\n<li><strong><bdo lang=\"en\" dir=\"ltr\">Comments<br \/><\/bdo><\/strong>&#8221;Prior works&#8221;, publications that were most commonly cited by the publications in the graph or &#8221;derivative works&#8221;, publications that cited many of the publications in the graph.<br \/>Stronger lines and the proximity of nodes represent similarity.<\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>See more: <\/strong><a href=\"https:\/\/youtu.be\/cA793vs92bc\">Get Relevant Research Literature with &#8221;Connected Papers&#8221;<\/a>, OpenEduResource (Youtube, 4:59 min.). <a href=\"https:\/\/www.connectedpapers.com\/main\/4015ac788abac8b96cdc50dd7c71dfcd68f60e73\/Decision-making-in-child-protection%3A-An-international-comparative-study-on-maltreatment-substantiation%2C-risk-assessment-and-interventions-recommendations%2C-and-the-role-of-professionals'-child-welfare-attitudes.\/graph\">Example.<\/a><\/bdo><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/openknowledgemaps.org\/index\"><bdo lang=\"en\" dir=\"ltr\">Open Knowledge Maps<\/bdo><\/a><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>Data source:<\/strong> <a href=\"https:\/\/www.base-search.net\/about\/en\/index.php\">BASE<\/a>, <a href=\"https:\/\/primo.uef.fi\/permalink\/358FIN_UOEF\/mhajq\/alma9911697603705966\">PubMed<\/a><\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>How does the search work?<\/strong><br \/>Search with keywords and their combinations (also with AND-OR Boolean operators).<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>What does the tool do?<\/strong><br \/>Finds the 100 most relevant results and creates clusters based on semantic similarities in metadata (abstract, title, subject keywords, etc.) and arranges similar sub-areas into bubbles whose relative positions suggest similarity.<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>Comments<br \/><\/strong> Publication type (journal article as default), date, metadata quality.<br \/>You can search very broad topics, and it groups articles and other publications into themes you may not have considered.<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>See more: <\/strong><br \/><a href=\"https:\/\/youtu.be\/CnY7vBlsen4\">Open knowledge maps The coffee lectures for scientists<\/a>, University Library Bern (16:55 min.). <a href=\"https:\/\/openknowledgemaps.org\/map\/05d7a4fbf25a41ef6a56ff0b5cd62c68\">Example.<\/a><\/bdo><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><bdo lang=\"en\" dir=\"ltr\"><a href=\"https:\/\/www.researchrabbit.ai\/\">ResearchRabbit<\/a><\/bdo><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>Data source<\/strong>: <a href=\"https:\/\/www.uef.fi\/fi\/kirjasto\/avoimen-tiedon-hakuopas#accordion-241217\">Semantic Scholar<\/a>, <a href=\"https:\/\/primo.uef.fi\/permalink\/358FIN_UOEF\/mhajq\/alma9911697603705966\">PubMed<\/a><\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>How does the search work?<\/strong><br \/>Requires creating a user ID\/account.<br \/>You start by creating a collection that includes, at least, one publication.<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>What does the tool do?<\/strong><br \/>Creates recommendations based on your collection using titles, abstracts and other metadata. Visualises the results for options &#8221;Similar Work&#8221;, &#8221;Earlier Work&#8221; and &#8221;Later Work&#8221;.<br \/>You can use a graph as a new jumping off point, just click on a dot. Graphs are interactive, so it\u00b4s easy to create new \u201cpublication networks\u201d (graphs).<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>Comments<\/strong><br \/>Fine slogans: \u201cSpotify for papers\u201d, &#8221;Reimagine Research. We\u2019re rethinking everything: literature search, alerts, and more.&#8221;<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>See more:<br \/><\/strong><a href=\"https:\/\/player.vimeo.com\/video\/540313129\">Sprint through of our capabilities<\/a> (Vimeo; 1:28 min.). <a href=\"https:\/\/youtu.be\/wHBql2JncyU\">Research Rabbit is the Spotify of Research Papers<\/a> (YouTube, 12:34 min.),<\/bdo><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><bdo lang=\"en\" dir=\"ltr\"><a href=\"https:\/\/iris.ai\/university\/uef\/#get-started\">Iris.ai <\/a>(unsubscribed, 29.4.2022)<\/bdo><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>Data source:<\/strong> <a href=\"https:\/\/core.ac.uk\/benefits\">CORE<\/a>, <a href=\"https:\/\/primo.uef.fi\/permalink\/358FIN_UOEF\/mhajq\/alma9911697603705966\">PubMed<\/a><\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>How does the search work?<\/strong><br \/>Requires creating a user ID\/account.<br \/>Search with the URL or DOI of an interesting article. The licenced version also allows searching with a 300\u2013500 word summary written in a natural language.<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>What does the tool do?<\/strong><br \/>Creates a map of concept clusters, \u201cfingerprints\u201d based on machine extracted keywords, contextual synonyms and hypernyms.<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>Comments<\/strong><br \/>You can limit your search to PubMed only, or include\/exclude any other repository.<br \/>The licenced version has more features, e.g. the Focusing tool.<br \/>The CORE as a data source also includes bachelor\u2019s and master\u2019s theses.<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\"><strong>See more:<\/strong> <a href=\"https:\/\/iris.ai\/university\/uef\/#get-started\">Get started<\/a><\/bdo><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><bdo lang=\"en\" dir=\"ltr\">Advantages<\/bdo><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><bdo lang=\"en\" dir=\"ltr\">Visuality.<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\">Easy to get started (with one good article).<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\">Easier to make sense of the results than based on result lists.<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\">Provides an overview of the topic and the connections of concepts.<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\">Beneficial during the early stages when you are still unable to limit your search with keywords<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\">Helps to find new connections and categorisations<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\">Interdisciplinarity, networks<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\">Exploring new information, keeping you up to date.<\/bdo><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><bdo lang=\"en\" dir=\"ltr\">Things to note<\/bdo><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><bdo lang=\"en\" dir=\"ltr\">Data sources behind the tools. What is the reliability and comprehensiveness of the result? Are the results peer reviewed? Pre-prints? Theses?<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\">How does the algorithms work? What does the tool miss out of the results?<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\">The maps also include random topics, clusters that don\u2019t make sense. But, perhaps they are easier to ignore in a visual presentation.<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\">How are the topics connected? Are they combined with AND or OR?<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\">Bias and personalisation. The searches cannot be reproduced.<\/bdo><\/li>\n\n\n\n<li><bdo lang=\"en\" dir=\"ltr\">Sources that are cited often are highlighted in these results, just like in the Google search tools.<\/bdo><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><bdo lang=\"en\" dir=\"ltr\">New tools alongside the traditional ones<\/bdo><\/h3>\n\n\n\n<p><bdo lang=\"en\" dir=\"ltr\">The new tools mainly act as competitors to Google Scholar. They are not sufficient for systematic information retrieval. Of course, their purpose is not to cover everything, but to provide a general overview or a &#8221;sample&#8221; of a topic. These new tools can act as a good starting point for literature searches, and complement traditional database searches.<\/bdo><\/p>\n\n\n\n<p><bdo lang=\"en\" dir=\"ltr\">The article databases have better possibilities to limit or refine the search, and the information on sources can be verified. &#8221;Find similar&#8221; \/ &#8221;Find related&#8221; -features and alerts have long been the options.<\/bdo><\/p>\n\n\n\n<p><bdo lang=\"en\" dir=\"ltr\">On the whole, it all still seems to be fairly random. Of course, a great deal depends on the topic and the accuracy of the information need. It is better not to trust these tools alone. Their use can also be timeconsuming and it is easy to get lost.<\/bdo><\/p>\n\n\n\n<p><bdo lang=\"en\" dir=\"ltr\">We are happy to hear your comments!<\/bdo><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Kannattaa lukea | <bdo lang=\"en\" dir=\"ltr\">Worth reading<\/bdo><\/h3>\n\n\n\n<p><bdo lang=\"en\" dir=\"ltr\">Matthews, David. (2021). Drowning in the literature? These smart software tools can help. Nature (London), 597(7874), 141\u2013142. DOI: <a href=\"https:\/\/doi.org\/10.1038\/d41586-021-02346-4\">https:\/\/doi.org\/10.1038\/d41586-021-02346-4&nbsp;<\/a><\/bdo><\/p>\n\n\n\n<p>Salmi, Kirsi , Englund, Jukka, &amp; Putous, Maarit. (2021). Teko\u00e4lyohjelma Iris.AIn alkutaival k\u00e4ytt\u00e4j\u00e4kokemukset ja uudet kilpailijat. Signum, 53(4), 21-25. DOI: <a href=\"https:\/\/doi.org\/10.25033\/sig.113613\">https:\/\/doi.org\/10.25033\/sig.113613<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.uef.fi\/fi\/kirjasto\/avoimen-tiedon-hakuopas\">Avoimen tieteen hakuopas<\/a> |&nbsp;<a href=\"https:\/\/www.uef.fi\/en\/library\/guide-for-open-publications-searching\">Guide for open publications searching <\/a>(UEF library)<\/p>\n\n\n\n<p>Maarit Putous, tietoasiantuntija | <bdo lang=\"en\" dir=\"ltr\">information specialist<\/bdo><br \/>Opetus- ja tietopalvelut | <bdo lang=\"en\" dir=\"ltr\">Training and information services<\/bdo><br \/>Kirsi Salmi, tietoasiantuntija | <bdo lang=\"en\" dir=\"ltr\">information specialist<\/bdo><br \/>Tietoaineistopalvelut | <bdo lang=\"en\" dir=\"ltr\">Collection Services<\/bdo><\/p>\n","protected":false},"excerpt":{"rendered":"<p>(Please, scroll down to read in English.) Joka p\u00e4iv\u00e4 julkaistaan noin 4000 uutta tieteellist\u00e4 artikkelia tai muuta julkaisua. Miten l\u00f6yt\u00e4\u00e4 olennainen ja tieteellisesti p\u00e4tev\u00e4 suuresta massasta? Ovatko suuret julkaisum\u00e4\u00e4r\u00e4t kenenk\u00e4\u00e4n hallittavissa? Teko\u00e4lypohjaiset v\u00e4lineet ovat tulleet s\u00e4\u00e4st\u00e4m\u00e4\u00e4n tiedonhakijan aikaa ja vaivaa. Usein niit\u00e4 yhdist\u00e4\u00e4 hakutulosten esitt\u00e4minen visuaalisesti &#8221;karttana&#8221; tai muuna graafisen kuviona. Tarkoitus ei ole l\u00f6yt\u00e4\u00e4 [&hellip;]<\/p>\n","protected":false},"author":72,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[410],"tags":[1245,94,264,763],"class_list":["post-14196","post","type-post","status-publish","format-standard","hentry","category-ajankohtaista","tag-artificial-intelligence","tag-hakukoneet","tag-search-engines","tag-tekoaly"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Visuaalisia tiedonhaun v\u00e4lineit\u00e4 | Visual tools to explore research papers | UEF Library<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blogs.uef.fi\/ueflibrary\/visuaalisia-tiedonhaun-valineita\/\" \/>\n<meta property=\"og:locale\" content=\"fi_FI\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Visuaalisia tiedonhaun v\u00e4lineit\u00e4 | Visual tools to explore research papers | UEF Library\" \/>\n<meta property=\"og:description\" content=\"(Please, scroll down to read in English.) Joka p\u00e4iv\u00e4 julkaistaan noin 4000 uutta tieteellist\u00e4 artikkelia tai muuta julkaisua. Miten l\u00f6yt\u00e4\u00e4 olennainen ja tieteellisesti p\u00e4tev\u00e4 suuresta massasta? Ovatko suuret julkaisum\u00e4\u00e4r\u00e4t kenenk\u00e4\u00e4n hallittavissa? Teko\u00e4lypohjaiset v\u00e4lineet ovat tulleet s\u00e4\u00e4st\u00e4m\u00e4\u00e4n tiedonhakijan aikaa ja vaivaa. Usein niit\u00e4 yhdist\u00e4\u00e4 hakutulosten esitt\u00e4minen visuaalisesti &#8221;karttana&#8221; tai muuna graafisen kuviona. Tarkoitus ei ole l\u00f6yt\u00e4\u00e4 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blogs.uef.fi\/ueflibrary\/visuaalisia-tiedonhaun-valineita\/\" \/>\n<meta property=\"og:site_name\" content=\"UEF Library\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ueflibrary\" \/>\n<meta property=\"article:published_time\" content=\"2022-02-01T06:32:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-11T13:34:55+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/blogs.uef.fi\/ueflibrary\/wp-content\/uploads\/sites\/18\/2022\/01\/OKM_connected-2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1063\" \/>\n\t<meta property=\"og:image:height\" content=\"453\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"ueflibrary\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ueflibrary\" \/>\n<meta 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UEF Library is a public academic library offering state-of-the-art library and information services especially for the university's staff members and students. However, the library is also open to everyone else who is seeking information. The UEF Library campus libraries are in Joensuu, Kuopio and Savonlinna, and in the Kuopio there is also the KUH Medical Library. 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