{"id":16,"date":"2024-02-06T21:52:55","date_gmt":"2024-02-06T21:52:55","guid":{"rendered":"https:\/\/www.isi.edu\/people-knoblock\/?page_id=16"},"modified":"2024-02-14T21:54:34","modified_gmt":"2024-02-14T21:54:34","slug":"research","status":"publish","type":"page","link":"https:\/\/www.isi.edu\/people-knoblock\/research\/","title":{"rendered":"Current Research"},"content":{"rendered":"\n\n\t<header>\n<h2>Areas of Research<\/h2>\n<ul>\n<li><strong><a href=\"#dig\">Domain-Specific Insight Graphs<\/a><\/strong><\/li>\n<li><strong><a href=\"#karma\">Karma<\/a><\/strong><\/li>\n<li><strong><a href=\"#maps\">Linked Maps <\/a><\/strong><\/li>\n<li><strong><a href=\"#modeling\">Semantic Modeling <\/a><\/strong><\/li>\n<li><strong><a href=\"#kg\">Knowledge Graphs for Business <\/a><\/strong><\/li>\n<li><strong><a href=\"#sensors\">Learning to Repair Failed Sensors <\/a><\/strong><\/li>\n<li><strong><a href=\"#cyber-attacks\">Learning to Predict Cyber Attacks <\/a><\/strong><\/li>\n<li><strong><a href=\"#mint\">Integrating Semantic Models <\/a><\/strong><\/li>\n<li><strong><a href=\"#table-understanding\">Table Understanding <\/a><\/strong><\/li>\n<li><strong><a href=\"#space-threats\">Identifying Threats in Space <\/a><\/strong><\/li>\n<\/ul>\n<\/header>\n<p>&nbsp;<\/p>\n<article>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/dig\/\" target=\"_blank\" rel=\"noopener\">Domain-Specific Insight Graphs<\/a><\/h2><p>Technologies for building domain-specific knowledge graphs.<\/p><\/section>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/dig\/\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/dig.png\" alt=\"\"\/><\/a><\/section>\n<\/article>\n<article>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/karma\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/karma.png\" alt=\"\"\/><\/a><\/section>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/karma\" target=\"_blank\" rel=\"noopener\">Karma<\/a><\/h2><p>A data integration tool<\/p><\/section>\n<\/article>\n<article>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/linked-maps\" target=\"_blank\" rel=\"noopener\">Linked Maps<\/a><\/h2><p>Exploiting Context in Cartographic Evolutionary Documents to Extract and Build Linked Spatial-Temporal Datasets<\/p><\/section>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/linked-maps\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/maps.png\" alt=\"\"\/><\/a><\/section>\n<\/article>\n<article>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/semantic-modeling\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/semantic_modelling.png\" alt=\"\"\/><\/a><\/section>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/semantic-modeling\" target=\"_blank\" rel=\"noopener\">Semantic Modeling<\/a><\/h2><p>Automatically building semantic descriptions of sources<\/p><\/section>\n<\/article>\n<article>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/bokn\" target=\"_blank\" rel=\"noopener\">Knowledge Graphs for Business<\/a><\/h2><p>Creating a public resource containing knowledge about businesses, their products, and their patents as well as the relationships between them, such as customer, competitor or supplier.<\/p><\/section>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/bokn\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/kg_business.png\" alt=\"\"\/><\/a><\/section>\n<\/article>\n<article>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/princess\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/repair_sensors.png\" alt=\"\"\/><\/a><\/section>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/princess\" target=\"_blank\" rel=\"noopener\">Learning to Repair Failed Sensors<\/a><\/h2><p>Automatically adapting to changes and failures in sensors<\/p><\/section>\n<\/article>\n<article>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/effect\" target=\"_blank\" rel=\"noopener\">Learning to Predict Cyber Attacks<\/a><\/h2><p>Predicting Cyber attacks by mining online sources<\/p><\/section>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/effect\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/cyber_attack.png\" alt=\"\"\/><\/a><\/section>\n<\/article>\n<article>\n    <section><a href=\"http:\/\/mint-project.info\/\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/mint.png\" alt=\"\"\/><\/a><\/section>\n    <section><h2><a href=\"http:\/\/mint-project.info\/\" target=\"_blank\" rel=\"noopener\">Integrating Semantic Models<\/a><\/h2><p>Model Integration through Knowledge-Rich Data and Process Composition<\/p><\/section>\n<\/article>\n<article>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/Timeseries\" target=\"_blank\" rel=\"noopener\">Table Understanding<\/a><\/h2><p>Extracting and Interpreting Time Series for Causal Discovery<\/p><\/section>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/Timeseries\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/table_understanding.png\" alt=\"\"\/><\/a><\/section>\n<\/article>\n<article>\n    <section><a href=\"https:\/\/usc-isi-i2.github.io\/spaceaware\" target=\"_blank\"\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/people-knoblock\/wp-content\/uploads\/sites\/60\/2024\/02\/space_threats.png\" alt=\"\"\/><\/a><\/section>\n    <section><h2><a href=\"https:\/\/usc-isi-i2.github.io\/spaceaware\" target=\"_blank\" rel=\"noopener\">Identifying Threats in Space<\/a><\/h2><p>Multi-Source Data Fusion for Space Situational Awareness<\/p><\/section>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>Areas of Research Domain-Specific Insight Graphs Karma Linked Maps Semantic Modeling Knowledge Graphs for Business Learning to Repair Failed Sensors Learning to Predict Cyber Attacks Integrating Semantic Models Table Understanding Identifying Threats in Space &nbsp; Domain-Specific Insight Graphs Technologies for building domain-specific knowledge graphs. Karma A data integration tool Linked Maps Exploiting Context in Cartographic&hellip;<\/p>\n","protected":false},"author":421,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"news_source":"","news_author":"","external_news_link":"","footnotes":""},"class_list":["post-16","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>Current Research - 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\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Current Research - Craig Knoblock\" \/>\n<meta property=\"og:description\" content=\"Areas of Research Domain-Specific Insight Graphs Karma Linked Maps Semantic Modeling Knowledge Graphs for Business Learning to Repair Failed Sensors Learning to Predict Cyber Attacks Integrating Semantic Models Table Understanding Identifying Threats in Space &nbsp; Domain-Specific Insight Graphs Technologies for building domain-specific knowledge graphs. 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