{"id":7229,"date":"2020-06-14T11:45:24","date_gmt":"2020-06-14T09:45:24","guid":{"rendered":"https:\/\/www.l3s.de\/?page_id=7229"},"modified":"2023-01-11T15:39:36","modified_gmt":"2023-01-11T14:39:36","slug":"corona-collecting-data-for-predictive-models","status":"publish","type":"page","link":"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/corona-collecting-data-for-predictive-models\/","title":{"rendered":"Corona: Daten sammeln f\u00fcr Vorhersagemodelle"},"content":{"rendered":"<div data-colibri-id=\"7229-c1\" class=\"style-6390 style-local-7229-c1 position-relative\">\n  <!---->\n  <div data-colibri-component=\"section\" data-colibri-id=\"7229-c2\" id=\"reusable-sections\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-6391 style-local-7229-c2 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"7229-c3\" class=\"h-row-container gutters-row-lg-3 gutters-row-md-3 gutters-row-0 gutters-row-v-lg-3 gutters-row-v-md-3 gutters-row-v-3 style-6392 style-local-7229-c3 position-relative\">\n        <div class=\"background-wrapper\">\n          <div class=\"background-layer background-layer-media-container-lg\">\n            <div data-enabled=\"true\" data-colibri-component=\"parallax\" class=\"background-layer paraxify lazyload\" model-id=\"7229-c3\" media=\"desktop\" is-preview=\"true\" style=\"background-image:inherit;\" data-bg-image=\"url(&quot;https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/fusion-medical-animation-EAgGqOiDDMg-unsplash-scaled.jpeg&quot;)\"><\/div>\n          <\/div>\n          <div class=\"background-layer background-layer-media-container-md\">\n            <div data-enabled=\"true\" data-colibri-component=\"parallax\" class=\"background-layer paraxify lazyload\" model-id=\"7229-c3\" media=\"tablet\" is-preview=\"true\" style=\"background-image:inherit;\" data-bg-image=\"url(&quot;https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/fusion-medical-animation-EAgGqOiDDMg-unsplash-scaled.jpeg&quot;)\"><\/div>\n          <\/div>\n          <div class=\"background-layer background-layer-media-container\">\n            <div data-enabled=\"true\" data-colibri-component=\"parallax\" class=\"background-layer paraxify lazyload\" model-id=\"7229-c3\" media=\"mobile\" is-preview=\"true\" style=\"background-image:inherit;\" data-bg-image=\"url(&quot;https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/fusion-medical-animation-EAgGqOiDDMg-unsplash-scaled.jpeg&quot;)\"><\/div>\n          <\/div>\n        <\/div>\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-3 gutters-col-md-3 gutters-col-0 gutters-col-v-lg-3 gutters-col-v-md-3 gutters-col-v-3\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6393-outer style-local-7229-c4-outer\">\n            <div data-colibri-id=\"7229-c4\" class=\"d-flex h-flex-basis h-column__inner h-ui-empty-state-container h-px-lg-3 h-px-md-3 h-px-3 v-inner-lg-3 v-inner-md-3 v-inner-3 style-6393 style-local-7229-c4 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100\">\n                <!---->\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7229-c38\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-11839 style-local-7229-c38 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-11840-outer style-local-7229-c39-outer\">\n            <div data-colibri-id=\"7229-c39\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-11840 style-local-7229-c39 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7229-c40\" class=\"h-text h-text-component style-11841 style-local-7229-c40 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Foto:&nbsp;<span style=\"font-weight: 300; font-size: 14px; font-family: &quot;Open Sans&quot;; color: rgb(0, 0, 0);\">\u00a9<\/span>Fusion Medical Animation &#8211; unsplash.com<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7229-c5\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-6394 style-local-7229-c5 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg h-col-md-auto h-col-auto style-6395-outer style-local-7229-c6-outer\">\n            <div data-colibri-id=\"7229-c6\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-6395 style-local-7229-c6 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7229-c7\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-6396 style-local-7229-c7 position-relative\">\n                  <!---->\n                  <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                    <!---->\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6397-outer style-local-7229-c8-outer\">\n                      <div data-colibri-id=\"7229-c8\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-6397 style-local-7229-c8 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7229-c9\" class=\"h-text h-text-component style-6398 style-local-7229-c9 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p>Ausgabe 02\/2020<\/p>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7229-c10\" class=\"h-x-container style-6399 style-local-7229-c10 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-x-container-inner style-dynamic-7229-c10-group style-6399-spacing style-local-7229-c10-spacing\"><span class=\"h-link__outer style-6400-outer style-local-7229-c11-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/L3S-Binaire-8-Magazin_web.pdf\" target=\"_blank\" data-colibri-id=\"7229-c11\" class=\"d-flex w-100 align-items-center h-link style-6400 style-local-7229-c11 position-relative\" rel=\"noopener\"><!----><!----> <span>Innovation, Krisen, Startups<\/span><\/a>\n                              <\/span>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7229-c12\" class=\"style-6401 style-local-7229-c12 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6402-outer style-local-7229-c13-outer\">\n                      <div data-colibri-id=\"7229-c13\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-6402 style-local-7229-c13 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7229-c14\" class=\"h-global-transition-all h-heading style-6404 style-local-7229-c14 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-heading__outer style-6404 style-local-7229-c14\">\n                              <!---->\n                              <!---->\n                              <h1 class=\"\">Corona: Daten sammeln f\u00fcr Vorhersagemodelle<\/h1>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7229-c15\" class=\"style-6405 style-local-7229-c15 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                          <div data-colibri-id=\"7229-c16\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-6406 style-local-7229-c16 position-relative\">\n                            <!---->\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                              <!---->\n                              <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-6407-outer style-local-7229-c17-outer\">\n                                <div data-colibri-id=\"7229-c17\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-6407 style-local-7229-c17 position-relative\">\n                                  <!---->\n                                  <!---->\n                                  <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                                    <!---->\n                                    <div data-colibri-id=\"7229-c18\" class=\"h-text h-text-component style-6408 style-local-7229-c18 position-relative h-element\">\n                                      <!---->\n                                      <!---->\n                                      <div class=\"\">\n                                        <p>Politiker auf der ganzen Welt versuchen derzeit, das Coronavirus einzud\u00e4mmen, indem sie unter anderem die Bewegungsfreiheit stark einschr\u00e4nken. Das Fortschreiten einer Epidemie wird von zahlreichen Faktoren beeinflusst. Deshalb sind Wissenschaftler aufgefordert, neue Vorhersagemodelle f\u00fcr die Ausbreitung des Virus zu entwickeln. Die Grundlage f\u00fcr die Modelle sind Daten - zum Beispiel zu Fall- und Testzahlen oder zur Mobilit\u00e4t der Bev\u00f6lkerung.\n                                          <a href=\"http:\/\/www.sobigdata.eu\/index\" target=\"_blank\" rel=\"nofollow noopener\" style=\"color: rgb(0, 79, 137);\" class=\"customize-unpreviewable\">SoBigData<\/a>, die europ\u00e4ische Forschungsinfrastruktur f\u00fcr Big Data und Social Mining, hat zahlreiche Aktivit\u00e4ten gestartet, um k\u00fcrzlich ver\u00f6ffentlichte Daten rund um die Epidemie zu sammeln und zu analysieren - darunter Nachrichten, Tweets und \u00f6ffentlich zug\u00e4ngliche Datens\u00e4tze.<\/p>\n                                        <p>Eine der Hauptanstrengungen konzentriert sich auf das Sammeln von Daten f\u00fcr den\n                                          <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/corona-collecting-data-for-predictive-models\/www.epidemicdatathon.com\/\" rel=\"nofollow noopener\" target=\"_blank\" style=\"color: rgb(0, 79, 137);\">&#8220;Epidemic Datathon&#8221;<\/a>, den Kollegen der ETH Z\u00fcrich zurzeit organisieren. Teilnehmer aus aller Welt sind aufgerufen, Modelle auf der Basis \u00f6ffentlich zug\u00e4nglicher Daten zu entwickeln. Ziel des Datathons ist es, die Dynamik der Epidemie besser zu verstehen. Der Begriff \u201eDatathon\u201c ist von \u201eHackathon\u201c abgeleitet und bezieht sich auf eine Herausforderung, bei der die Teilnehmer Daten nutzen, um innerhalb kurzer Zeit neue L\u00f6sungen f\u00fcr bestehende Probleme zu finden.<\/p>\n                                        <p>Die Teilnehmer k\u00f6nnen die Richtigkeit der Vorhersagen nach einigen Tagen und Wochen anhand realer Daten mehrfach verifizieren, zum Beispiel indem sie die vorausgesagte Zahl der Infizierten in einem Land mit der tats\u00e4chlichen Zahl der F\u00e4lle vergleichen. So k\u00f6nnen sie feststellen, welche ihrer Modelle am wirksamsten sind.<\/p>\n                                      <\/div>\n                                    <\/div>\n                                  <\/div>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n  <div data-colibri-component=\"section\" data-colibri-id=\"7229-c19\" id=\"reusable-sections-2\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-6412 style-local-7229-c19 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"7229-c20\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-6413 style-local-7229-c20 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6414-outer style-local-7229-c21-outer\">\n            <div data-colibri-id=\"7229-c21\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-6414 style-local-7229-c21 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7229-c22\" class=\"h-divider style-6415 style-local-7229-c22 position-relative h-element\">\n                  <!----><span class=\"h-divider__line style-6415-line style-local-7229-c22-line style-6415-line style-local-7229-c22-line\"><\/span><\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7229-c23\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-6416 style-local-7229-c23 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6417-outer style-local-7229-c24-outer\">\n            <div data-colibri-id=\"7229-c24\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-6417 style-local-7229-c24 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7229-c25\" class=\"h-global-transition-all h-heading style-6418 style-local-7229-c25 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-6418 style-local-7229-c25\">\n                    <!---->\n                    <!---->\n                    <h6 class=\"\">Vorgestellte Projekte<\/h6>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"7229-c26\" class=\"d-block style-6419 style-local-7229-c26 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-image__frame-container-outer\">\n                    <a href=\"http:\/\/www.sobigdata.eu\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                      <div class=\"h-image__frame-container\">\n                        <!---->\n                        <!---->\n                        <img decoding=\"async\" width=\"501\" height=\"227\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/logo-SoBigData-DEFINITIVO_small_0.png\" class=\"wp-image-7788 style-6419-image style-local-7229-c26-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/logo-SoBigData-DEFINITIVO_small_0.png 501w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/logo-SoBigData-DEFINITIVO_small_0-300x136.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/logo-SoBigData-DEFINITIVO_small_0-18x8.png 18w\" data-sizes=\"(max-width: 501px) 100vw, 501px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 501px; --smush-placeholder-aspect-ratio: 501\/227;\" \/>\n                        <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-6419-frameImage style-local-7229-c26-frameImage\"><\/div>\n                      <\/div>\n                    <\/a>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6421-outer style-local-7229-c27-outer\">\n            <div data-colibri-id=\"7229-c27\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-6421 style-local-7229-c27 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7229-c28\" class=\"h-global-transition-all h-heading style-6418 style-local-7229-c28 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-6418 style-local-7229-c28\">\n                    <!---->\n                    <!---->\n                    <h6 class=\"\">Kontakt<\/h6>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"7229-c29\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-6422 style-local-7229-c29 position-relative\">\n                  <!---->\n                  <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                    <!---->\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6423-outer style-local-7229-c30-outer\">\n                      <div data-colibri-id=\"7229-c30\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-6423 style-local-7229-c30 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7229-c31\" class=\"d-block style-6424 style-local-7229-c31 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-image__frame-container-outer\">\n                              <div class=\"h-image__frame-container\">\n                                <!---->\n                                <!---->\n                                <img decoding=\"async\" width=\"1024\" height=\"1024\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Anand-Avishek-3.jpg\" class=\"wp-image-4203 style-6424-image style-local-7229-c31-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Anand-Avishek-3.jpg 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Anand-Avishek-3-300x300.jpg 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Anand-Avishek-3-150x150.jpg 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Anand-Avishek-3-768x768.jpg 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Anand-Avishek-3-12x12.jpg 12w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/1024;\" \/>\n                                <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-6424-frameImage style-local-7229-c31-frameImage\"><\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7229-c32\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-6425 style-local-7229-c32 position-relative\">\n                            <!---->\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                              <!---->\n                              <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-6426-outer style-local-7229-c33-outer\">\n                                <div data-colibri-id=\"7229-c33\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-6426 style-local-7229-c33 position-relative\">\n                                  <!---->\n                                  <!---->\n                                  <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                                    <!---->\n                                    <div data-colibri-id=\"7229-c34\" class=\"h-global-transition-all h-heading style-6418 style-local-7229-c34 position-relative h-element\">\n                                      <!---->\n                                      <div class=\"h-heading__outer style-6418 style-local-7229-c34\">\n                                        <!---->\n                                        <!---->\n                                        <h6 class=\"\">Prof. Dr. Avishek Anand<\/h6>\n                                      <\/div>\n                                    <\/div>\n                                    <div data-colibri-id=\"7229-c35\" class=\"h-x-container style-6428 style-local-7229-c35 position-relative h-element\">\n                                      <!---->\n                                      <div class=\"h-x-container-inner style-dynamic-7229-c35-group style-6428-spacing style-local-7229-c35-spacing\"><span class=\"h-link__outer style-6429-outer style-local-7229-c36-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"mailto:anand@l3s.de\"  data-colibri-id=\"7229-c36\" class=\"d-flex w-100 align-items-center h-link style-6429 style-local-7229-c36 position-relative\"><!----><!----> <span>anand@l3s.de<\/span><\/a>\n                                        <\/span>\n                                      <\/div>\n                                    <\/div>\n                                  <\/div>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7229-c37\" class=\"h-text h-text-component style-6430 style-local-7229-c37 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p>L3S-Mitglied Avishek Anand ist Projektleiter f\u00fcr SoBigData am L3S.<\/p>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Foto:&nbsp;\u00a9Fusion Medical Animation &#8211; unsplash.com Issue: 02\/2020 Innovation, Krisen, Startups Corona: Collecting data for predictive models Politicians around the world are currently trying to contain the corona virus by, among other things, severely restricting the freedom of movement. The progression of an epidemic is influenced by numerous factors. Scientists are therefore called upon to develop [&hellip;]<\/p>","protected":false},"author":7,"featured_media":7230,"parent":2750,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[28,84],"class_list":["post-7229","page","type-page","status-publish","has-post-thumbnail","hentry","tag-binaire","tag-binaire-2020-02"],"acf":[],"aioseo_notices":[],"publishpress_future_action":{"enabled":false,"date":"2026-05-16 09:50:33","action":"category","newStatus":"draft","terms":[75],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7229","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/comments?post=7229"}],"version-history":[{"count":0,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7229\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/2750"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media\/7230"}],"wp:attachment":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media?parent=7229"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/categories?post=7229"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/tags?post=7229"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}