{"id":72,"date":"2024-02-07T16:50:59","date_gmt":"2024-02-07T16:50:59","guid":{"rendered":"https:\/\/www.isi.edu\/people-knoblock\/?page_id=72"},"modified":"2024-02-14T21:57:56","modified_gmt":"2024-02-14T21:57:56","slug":"completed-projects","status":"publish","type":"page","link":"https:\/\/www.isi.edu\/people-knoblock\/research\/completed-projects\/","title":{"rendered":"Completed Projects"},"content":{"rendered":"\n\n\t<header>\n<h2>Areas of Research<\/h2>\n<ul>\n<li><strong><a href=\"#aac\">American Art Collaborative <\/a><\/strong><\/li>\n<li><strong><a href=\"#udi\">Unsupervised Data Integration <\/a><\/strong><\/li>\n<li><strong><a href=\"#scharp\">SCHARP <\/a><\/strong><\/li>\n<li><strong><a href=\"#lodstories\">LODStories <\/a><\/strong><\/li>\n<li><strong><a href=\"#entity-extractors\">Entity Extractors <\/a><\/strong><\/li>\n<li><strong><a href=\"#source-modeling\">Source Modeling <\/a><\/strong><\/li>\n<li><strong><a href=\"#prometheus\">Data Integration: Prometheus Framework<\/a><\/strong><\/li>\n<li><strong><a href=\"#entity-linkage\">Entity Linkage <\/a><\/strong><\/li>\n<li><strong><a href=\"#map-discovery\">Map Discovery <\/a><\/strong><\/li>\n<li><strong><a href=\"#geo-info\">Geospatial Information Fusion <\/a><\/strong><\/li>\n<li><strong><a href=\"#map-extraction\">Map Extraction <\/a><\/strong><\/li>\n<li><strong><a href=\"#mashup\">Mashup Construction <\/a><\/strong><\/li>\n<li><strong><a href=\"#info-extraction\">Information Extraction <\/a><\/strong><\/li>\n<li><strong><a href=\"#terraworld\">TerraWorld <\/a><\/strong><\/li>\n<\/ul>\n<\/header>\n<p>&nbsp;<\/p>\n<article>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/aac\/\" target=\"_blank\" rel=\"noopener\">American Art Collaborative<\/a><\/h2><p>Creating linked data for cultural heritage data from American art museums<\/p><\/section>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/aac\/\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/aac.png\" alt=\"\"\/><\/a><\/section>\n<\/article>\n<article>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/lacity\/\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/udi.png\" alt=\"city of LA map\"\/><\/a><\/section>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/lacity\/\" target=\"_blank\" rel=\"noopener\">Unsupervised Data Integration<\/a><\/h2><p>Automatic integration of the data for the City of Los Angeles<\/p><\/section>\n<\/article>\n<article>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/scharp\/\" target=\"_blank\" rel=\"noopener\">SCHARP<\/a><\/h2><p>Integrate data from multiple-sources, provide common operating picture, and issue alerts for large air operations<\/p><\/section>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/scharp\/\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/scharp.png\" alt=\"\"\/><\/a><\/section>\n<\/article>\n<article>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/lodstories\/\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/lodstories.png\" alt=\"\"\/><\/a><\/section>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/lodstories\/\" target=\"_blank\" rel=\"noopener\">LODStories<\/a><\/h2><p>Learn and construct stories about art<\/p><\/section>\n<\/article>\n<article>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/entity-extractors\/\" target=\"_blank\" rel=\"noopener\">Entity Extractors<\/a><\/h2><p>Easily extract features from free text using Amazon Mechanical Turk<\/p><\/section>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/entity-extractors\/\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/entity_extractors.png\" alt=\"\"\/><\/a><\/section>\n<\/article>\n<article>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/source-modeling.html\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/source_modeling.png\" alt=\"\"\/><\/a><\/section>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/source-modeling.html\" target=\"_blank\" rel=\"noopener\">Source Modeling<\/a><\/h2><p>Semantically annotating existing Web sources by discovering new sources and learning their semantic models automatically starting with an existing set of known sources and their descriptions<\/p><\/section>\n<\/article>\n<article>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/data-integration.html\" target=\"_blank\" rel=\"noopener\">Data Integration: Prometheus Framework<\/a><\/h2><p>A data integration framework that facilitates uniform access to the sources<\/p><\/section>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/data-integration.html\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/prometheus.png\" alt=\"\"\/><\/a><\/section>\n<\/article>\n<article>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/entity-linkage.html\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/entity_linkage.png\" alt=\"\"\/><\/a><\/section>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/entity-linkage.html\" target=\"_blank\" rel=\"noopener\"> Entity Linkage<br \/><\/a><\/h2><p>Developing the technology to build massive entity knowledgebase\u00a0<\/p><\/section>\n<\/article>\n<article>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/map-discovery.html\" target=\"_blank\" rel=\"noopener\">Map Discovery<\/a><\/h2><p>Extracting useful geospatial information from high quality maps on the Internet about the region they describe<\/p><\/section>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/map-discovery.html\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/map_discovery.png\" alt=\"\"\/><\/a><\/section>\n<\/article>\n<article>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/geospatial-information-fusion.html\" target=\"_self\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/geo_info.png\" alt=\"\"\/><\/a><\/section>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/geospatial-information-fusion.html\" target=\"_blank\" rel=\"noopener\">Geospatial Information Fusion<\/a><\/h2><p>Developing robust techniques that integrate such open-source data in order to identify building structures in a spatial image<\/p><\/section>\n<\/article>\n<article>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/map-extract.html\" target=\"_blank\" rel=\"noopener\">Map Extraction<\/a><\/h2><p>Investigating a general approach to extract feature layers from raster maps and recognize geographic features from the extracted layers<\/p><\/section>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/map-extract.html\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/map_extraction.png\" alt=\"\"\/><\/a><\/section>\n<\/article>\n<article>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/mashup-construct.html\" target=\"_self\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/mashup.png\" alt=\"\"\/><\/a><\/section>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/mashup-construct.html\" target=\"_blank\" rel=\"noopener\">Mashup Construction<\/a><\/h2><p>Developing a system called Karma where the user is able to create a Mashup in one seamless interactive process using the programming by demonstration paradigm<\/p><\/section>\n<\/article>\n<article>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/data-extraction.html\" target=\"_blank\" rel=\"noopener\">Information Extraction<\/a><\/h2><p>Extraction from unstructured, ungrammatical data sources<\/p><\/section>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/data-extraction.html\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/ie.png\" alt=\"\"\/><\/a><\/section>\n<\/article>\n<article>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/terra-world.html\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/terraworld.png\" alt=\"\"\/><\/a><\/section>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/projects\/terra-world.html\" target=\"_blank\" rel=\"noopener\">TerraWorld<\/a><\/h2><p>Geospatial Data Integration<\/p><\/section>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>Areas of Research American Art Collaborative Unsupervised Data Integration SCHARP LODStories Entity Extractors Source Modeling Data Integration: Prometheus Framework Entity Linkage Map Discovery Geospatial Information Fusion Map Extraction Mashup Construction Information Extraction TerraWorld &nbsp; American Art Collaborative Creating linked data for cultural heritage data from American art museums Unsupervised Data Integration Automatic integration of the&hellip;<\/p>\n","protected":false},"author":421,"featured_media":0,"parent":16,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"news_source":"","news_author":"","external_news_link":"","footnotes":""},"class_list":["post-72","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Completed Projects - Craig Knoblock<\/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:\/\/www.isi.edu\/people-knoblock\/research\/completed-projects\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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