{"id":"https://openalex.org/W3087372913","doi":null,"title":"Using Machine Learning to Identify and Predict Gentrification in Nashville, Tennessee.","display_name":"Using Machine Learning to Identify and Predict Gentrification in Nashville, Tennessee.","publication_year":2019,"publication_date":"2019-07-24","ids":{"openalex":"https://openalex.org/W3087372913","mag":"3087372913"},"language":"en","primary_location":{"id":"mag:3087372913","doi":null,"is_oa":false,"landing_page_url":"https://ir.vanderbilt.edu/handle/1803/13285","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033920299","display_name":"David Christopher Knorr","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"David Christopher Knorr","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5033920299"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11645","display_name":"Urban, Neighborhood, and Segregation Studies","score":0.9146000146865845,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11645","display_name":"Urban, Neighborhood, and Segregation Studies","score":0.9146000146865845,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10239","display_name":"Urban Planning and Governance","score":0.026599999517202377,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.02590000070631504,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gentrification","display_name":"gentrification","score":0.9980000257492065},{"id":"https://openalex.org/keywords/neighborhood-change","display_name":"neighborhood change","score":0.5519999861717224},{"id":"https://openalex.org/keywords/nashville-tennessee","display_name":"Nashville, Tennessee","score":0.7739999890327454},{"id":"https://openalex.org/keywords/machine-learning-classification","display_name":"machine learning classification","score":0.4699999988079071}],"concepts":[{"id":"https://openalex.org/C2777554338","wikidata":"https://www.wikidata.org/wiki/Q119380","display_name":"Gentrification","level":2,"score":0.9010896682739258},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3545096814632416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3344247341156006},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3048165440559387},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.15993362665176392}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3087372913","doi":null,"is_oa":false,"landing_page_url":"https://ir.vanderbilt.edu/handle/1803/13285","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7646999955177307,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W114656955","https://openalex.org/W149965040","https://openalex.org/W180258616","https://openalex.org/W600302839","https://openalex.org/W1499479468","https://openalex.org/W1967321328","https://openalex.org/W1970465826","https://openalex.org/W1973041621","https://openalex.org/W1973749534","https://openalex.org/W1975230358","https://openalex.org/W1983237881","https://openalex.org/W1988893322","https://openalex.org/W1992797002","https://openalex.org/W1999418925","https://openalex.org/W2002269567","https://openalex.org/W2023660471","https://openalex.org/W2029430043","https://openalex.org/W2029921357","https://openalex.org/W2044060237","https://openalex.org/W2045463582","https://openalex.org/W2045737401","https://openalex.org/W2066982704","https://openalex.org/W2071799878","https://openalex.org/W2078002056","https://openalex.org/W2085128692","https://openalex.org/W2110997748","https://openalex.org/W2117732948","https://openalex.org/W2118234489","https://openalex.org/W2146068051","https://openalex.org/W2146354442","https://openalex.org/W2147003059","https://openalex.org/W2158284717","https://openalex.org/W2164777277","https://openalex.org/W2165844328","https://openalex.org/W2169786201","https://openalex.org/W2260567607","https://openalex.org/W2334710259","https://openalex.org/W2533731454","https://openalex.org/W2763360306","https://openalex.org/W3121578925","https://openalex.org/W3148185868"],"related_works":["https://openalex.org/W2765063514","https://openalex.org/W1603832521","https://openalex.org/W4390306659","https://openalex.org/W6887806687","https://openalex.org/W7047239875","https://openalex.org/W4396757677","https://openalex.org/W4200607710","https://openalex.org/W2981539745","https://openalex.org/W2914998338","https://openalex.org/W6944241791"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T04:12:42.849631","created_date":"2020-09-25T00:00:00"}
