{"id":1029,"date":"2016-04-04T17:44:52","date_gmt":"2016-04-04T15:44:52","guid":{"rendered":"https:\/\/www.kde.cs.uni-kassel.de\/?page_id=1029"},"modified":"2016-04-04T17:44:52","modified_gmt":"2016-04-04T15:44:52","slug":"kdd","status":"publish","type":"page","link":"https:\/\/www.kde.cs.uni-kassel.de\/en\/lehre\/ss2004\/kdd","title":{"rendered":"Knowledge Discovery (Vorlesung)"},"content":{"rendered":"<p><span style=\"color: #a3004e;\">Erster Veranstaltungstag:<\/span><\/p>\n<p style=\"padding-left: 30px;\">Dienstag, 20. April 2004 in Raum 1332<\/p>\n<p><span style=\"color: #a3004e;\"> Vorlesungen:<\/span><\/p>\n<p style=\"padding-left: 30px;\">Mittwochs, 12 Uhr s.t. in Raum 1332<\/p>\n<p><span style=\"color: #a3004e;\"> \u00dcbungen: <\/span><\/p>\n<p style=\"padding-left: 30px;\">ab Mittwoch, 12. Mai 2004, w\u00f6chentlich um 14 Uhr s.t. in Raum -1606<\/p>\n<p><span style=\"color: #a3004e;\"> Vorkenntnisse: <\/span><\/p>\n<p style=\"padding-left: 30px;\">Informatik Grundstudium<\/p>\n<p><span style=\"color: #a3004e;\"> Angesprochener H\u00f6rerInnenkreis: <\/span><\/p>\n<p style=\"padding-left: 30px;\">Inf. Hauptstudium, Math. NF Inf. Hauptstudium<\/p>\n<p><span style=\"color: #a3004e;\"> Leistungsnachweis: <\/span><\/p>\n<p style=\"padding-left: 30px;\">m\u00fcndliche Pr\u00fcfung oder Klausur, je nach Teilnehmerzahl<\/p>\n<p><span style=\"color: #a3004e;\"> Veranstalter: <\/span><\/p>\n<p style=\"padding-left: 30px;\">Prof. Dr. Gerd Stumme, Dipl.-Wi.-Inf. Andreas Hotho<\/p>\n<p><span style=\"color: #a3004e;\"> Inhalt: <\/span><\/p>\n<p style=\"padding-left: 30px;\">Die Vorlesung gibt einen \u00dcberblick \u00fcber Verfahren zur Wissensgewinnung aus strukturierten Daten und Texten. Behandelt werden<\/p>\n<ul>\n<li>Techniken zur Vorverarbeitung und Integration von Datenbest\u00e4nden, wozu das Konzept des Data Warehouse geh\u00f6rt,<\/li>\n<li>OLAP-Techniken f\u00fcr die interaktive Analyse gro\u00dfer Datenbest\u00e4nde,<\/li>\n<li>(halb-)automatische Verfahrung zur Gewinnung neuen Wissens aus strukturierten Daten und<\/li>\n<li>Methoden zur Wissensextraktion aus Texten.<\/li>\n<\/ul>\n<p style=\"padding-left: 30px;\">Der Schwerpunkt der Vorlesung liegt auf den maschinellen Lernverfahren, deren Anwendung an konkreten Beispielen aufgezeigt wird.<\/p>\n<p><span style=\"color: #a3004e;\"> Literatur: <\/span><\/p>\n<ul>\n<li>U. M. Fayyad, G. Piatetsky-Shapiro, P. Smyth and R. Uthurasamy: Advances in Knowledge Discovery and Data Mining. Cambridge, London. MIT Press, 1996.<\/li>\n<li><a href=\"http:\/\/www.crisp-dm.org\/CRISPWP-0800.pdf\"><u><span style=\"color: #0066cc;\">CRoss Industry Standard Process for Data Mining (CRISP-DM)<\/span><\/u><\/a><\/li>\n<\/ul>\n<p><span style=\"color: #a3004e;\"> Folien:<\/span><\/p>\n<ul>\n<li>1. Einf\ufffd KDD<span style=\"color: #a3004e;\"> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/I_Einfuehrung.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/a> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/4Folie_I_Einfuehrung.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf_4.gif\" alt=\"PDF-Download (4 in 1)\" \/><\/a><\/span><\/li>\n<li>2. Datenbereitstellung <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/II_Datenbereitstellung.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/a> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/4Folie_II_Datenbereitstellung.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf_4.gif\" alt=\"PDF-Download (4 in 1)\" \/><\/a><\/li>\n<li>3. Vertrautmachen mit den Daten <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/III_Vertrautmachen.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/a> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/4Folie_III_Vertrautmachen.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf_4.gif\" alt=\"PDF-Download (4 in 1)\" \/><\/a><\/li>\n<li>4. Datenvorverarbeitung <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/IV_Preprocessing.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/a> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/4Folie_IV_Preprocessing.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf_4.gif\" alt=\"PDF-Download (4 in 1)\" \/><\/a><\/li>\n<li>6.1 Entscheidungsb\ufffde <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/VI.1_DecisionTrees.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/a> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/4Folie_VI.1_DecisionTrees.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf_4.gif\" alt=\"PDF-Download (4 in 1)\" \/><\/a><\/li>\n<li>6.2 Induktive Logikprogrammierung <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/VI.2_ILP.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/a> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/4Folie_VI.2_ILP.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf_4.gif\" alt=\"PDF-Download (4 in 1)\" \/><\/a><\/li>\n<li>6.3 Neuronale Netze <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/VI.3_NeuronaleNetze.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/a> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/4Folie_VI.3_NeuronaleNetze.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf_4.gif\" alt=\"PDF-Download (4 in 1)\" \/><\/a><\/li>\n<li>7.1 Clusteranalyse <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/VII.1_Clustering.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/a> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/4Folie_VII.1_Clustering.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf_4.gif\" alt=\"PDF-Download (4 in 1)\" \/><\/a><\/li>\n<li>7.3 Assoziationsregeln <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/VII.3_Assoziationsregeln.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/a> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/4Folie_VII.3_Assoziationsregeln.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf_4.gif\" alt=\"PDF-Download (4 in 1)\" \/><\/a><\/li>\n<li>7.5 Formale Begriffsanalyse <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/VII.5_Formale_Begriffsanalyse.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/a> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/4Folie_VII.5_Formale_Begriffsanalyse.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf_4.gif\" alt=\"PDF-Download (4 in 1)\" \/><\/a><\/li>\n<li>7.6 Selforganizing Maps <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/VII.6_Selforganizing_Maps.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/a> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/4Folie_VII.6_Selforganizing_Maps.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf_4.gif\" alt=\"PDF-Download (4 in 1)\" \/><\/a><\/li>\n<li>8. Evaluierung &amp; Anwendung <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/VIII_EvaluationDeployment.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/a> <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/folien\/4Folie_VIII_EvaluationDeployment.pdf\"><img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf_4.gif\" alt=\"PDF-Download (4 in 1)\" \/><\/a><\/li>\n<\/ul>\n<p><span style=\"color: #a3004e;\">\u00dcbungsaufgaben:<\/span><\/p>\n<ul>\n<li><span style=\"color: #a3004e;\"><a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Uebung1.pdf\"><u><span style=\"color: #0066cc;\">1. \ufffdung (12.5.2004) <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a> \u00a0 &#8212; \u00a0 <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Loes_Uebung1.pdf\"><u><span style=\"color: #0066cc;\">Musterl\u00f6sung <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a><\/span><\/li>\n<li><a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Uebung2.pdf\"><u><span style=\"color: #0066cc;\">2. \ufffdung (26.5.2004) <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a> \u00a0 &#8212; \u00a0 <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Loes_Uebung2.pdf\"><u><span style=\"color: #0066cc;\">Musterl\u00f6sung <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a><\/li>\n<li><a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Uebung3.pdf\"><u><span style=\"color: #0066cc;\">3. \ufffdung (9.6.2004) <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a> \u00a0 &#8212; \u00a0 <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Loes_Uebung3.pdf\"><u><span style=\"color: #0066cc;\">Musterl\u00f6sung <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a><\/li>\n<li><a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Uebung4.pdf\"><u><span style=\"color: #0066cc;\">4. \ufffdung (16.6.2004) <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a> \u00a0 &#8212; \u00a0 <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Loes_Uebung4.pdf\"><u><span style=\"color: #0066cc;\">Musterl\u00f6sung <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a><\/li>\n<li><a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Uebung5.pdf\"><u><span style=\"color: #0066cc;\">5. \ufffdung (30.6.2004) <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a> \u00a0 &#8212; \u00a0 <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Loes_Uebung5.pdf\"><u><span style=\"color: #0066cc;\">Musterl\u00f6sung <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a><\/li>\n<li><a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Uebung6.pdf\"><u><span style=\"color: #0066cc;\">6. \ufffdung (14.7.2004) <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a> \u00a0 &#8212; \u00a0 <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Loes_Uebung6.pdf\"><u><span style=\"color: #0066cc;\">Musterl\u00f6sung <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a><\/li>\n<li><a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Uebung7.pdf\"><u><span style=\"color: #0066cc;\">7. \ufffdung (21.7.2004) <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a> \u00a0 &#8212; \u00a0 <a href=\"http:\/\/www.kde.cs.uni-kassel.de\/lehre\/ss2004\/kdd\/uebung\/Loes_Uebung7.pdf\"><u><span style=\"color: #0066cc;\">Musterl\u00f6sung <img decoding=\"async\" src=\"http:\/\/www.kde.cs.uni-kassel.de\/images\/pdf.gif\" alt=\"PDF-Download\" \/><\/span><\/u><\/a><\/li>\n<\/ul>\n<p><span style=\"color: #a3004e;\">Links zu Demos:<\/span><\/p>\n<table border=\"1\" width=\"627\" cellspacing=\"5\" bgcolor=\"#ffffff\">\n<tbody>\n<tr>\n<td width=\"274\"><span style=\"color: #000000; font-family: Arial; font-size: small;\"><b>Perzeptron<\/b><\/span><b> <\/b><\/td>\n<td width=\"335\"><span style=\"color: #0066cc; font-family: Arial; font-size: xx-small;\"><a href=\"http:\/\/neuron.eng.wayne.edu\/java\/Perceptron\/New38.html\"><u>http:\/\/neuron.eng.wayne.edu\/java\/Perceptron\/New38.html<\/u><\/a><\/span><\/td>\n<\/tr>\n<tr>\n<td width=\"274\"><span style=\"color: #000000; font-family: Arial; font-size: small;\"><b> Funktionsapproximation<\/b> mit Neuronalen Netzen<\/span><b> <\/b><\/td>\n<td width=\"335\"><span style=\"color: #0066cc; font-family: Arial; font-size: xx-small;\"><a href=\"http:\/\/neuron.eng.wayne.edu\/bpFunctionApprox\/bpFunctionApprox.html\"><u>http:\/\/neuron.eng.wayne.edu\/bpFunctionApprox\/bpFunctionApprox.html<\/u><\/a><\/span><\/td>\n<\/tr>\n<tr>\n<td width=\"274\"><span style=\"color: #000000; font-family: Arial; font-size: small;\"><b> Traveling Salesman<\/b> basierend auf Self-Organizing Map<\/span><b> <\/b><\/td>\n<td width=\"335\"><span style=\"color: #0066cc; font-family: Arial; font-size: xx-small;\"><a href=\"http:\/\/www.patol.com\/java\/TSP\/\"><u>http:\/\/www.patol.com\/java\/TSP\/<\/u><\/a><\/span><\/td>\n<\/tr>\n<tr>\n<td width=\"274\"><span style=\"color: #000000; font-family: Arial; font-size: small;\"><b> Buchstabenerkennung<\/b> mit Hopfield-Netzen<\/span><b> <\/b><\/td>\n<td width=\"335\"><span style=\"color: #0066cc; font-family: Arial; font-size: xx-small;\"><a href=\"http:\/\/www.cs.tcd.ie\/Padraig.Cunningham\/nds101\/Hopfield\/Hopfield.htm\"><u>http:\/\/www.cs.tcd.ie\/Padraig.Cunningham\/nds101\/Hopfield\/Hopfield.htm<\/u><\/a><\/span><\/td>\n<\/tr>\n<tr>\n<td width=\"274\"><span style=\"color: #000000; font-family: Arial; font-size: small;\"><b>Weka<\/b> Machine Learning Project<\/span><b> <\/b><\/td>\n<td width=\"335\"><span style=\"color: #0066cc; font-family: Arial; font-size: xx-small;\"><a href=\"http:\/\/www.cs.waikato.ac.nz\/~ml\/index.html\"><u>http:\/\/www.cs.waikato.ac.nz\/~ml\/index.html<\/u><\/a><\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #a3004e;\">Weitere Informationen:<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 30px;\">Das Material der letzten KDD-Vorlesung ist zu finden unter <a href=\"http:\/\/www.aifb.uni-karlsruhe.de\/Lehre\/Winter2003-04\/kdd\/\"><u><span style=\"color: #0066cc;\">http:\/\/www.aifb.uni-karlsruhe.de\/Lehre\/Winter2003-04\/kdd\/<\/span><\/u><\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Erster Veranstaltungstag: Dienstag, 20. April 2004 in Raum 1332 Vorlesungen: Mittwochs, 12 Uhr s.t. in Raum 1332 \u00dcbungen: ab Mittwoch, 12. Mai 2004, w\u00f6chentlich um 14 Uhr s.t. in Raum -1606 Vorkenntnisse: Informatik Grundstudium Angesprochener<a class=\"moretag\" href=\"https:\/\/www.kde.cs.uni-kassel.de\/en\/lehre\/ss2004\/kdd\"> Read more&hellip;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1026,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1029","page","type-page","status-publish","hentry"],"translation":{"provider":"WPGlobus","version":"3.0.2","language":"en","enabled_languages":["de","en"],"languages":{"de":{"title":true,"content":true,"excerpt":false},"en":{"title":false,"content":false,"excerpt":false}}},"_links":{"self":[{"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/pages\/1029","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/comments?post=1029"}],"version-history":[{"count":1,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/pages\/1029\/revisions"}],"predecessor-version":[{"id":1034,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/pages\/1029\/revisions\/1034"}],"up":[{"embeddable":true,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/pages\/1026"}],"wp:attachment":[{"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/media?parent=1029"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}