{"id":"https://openalex.org/W4388684414","doi":"https://doi.org/10.48550/arxiv.2311.06303","title":"MatNexus: A Comprehensive Text Mining and Analysis Suite for Materials Discover","display_name":"MatNexus: A Comprehensive Text Mining and Analysis Suite for Materials Discover","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388684414","doi":"https://doi.org/10.48550/arxiv.2311.06303"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2311.06303","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/abs/2311.06303","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100665846","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0001-6873-7314"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["Interdisciplinary Centre for Advanced Materials Simulation, Ruhr-Universit\u00e4t Bochum, 44801 Bochum,"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Centre for Advanced Materials Simulation, Ruhr-Universit\u00e4t Bochum, 44801 Bochum,","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002152306","display_name":"Markus Stricker","orcid":"https://orcid.org/0000-0002-8933-0238"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Markus Stricker","raw_affiliation_strings":["Interdisciplinary Centre for Advanced Materials Simulation, Ruhr-Universit\u00e4t Bochum, 44801 Bochum,"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Centre for Advanced Materials Simulation, Ruhr-Universit\u00e4t Bochum, 44801 Bochum,","institution_ids":["https://openalex.org/I904495901"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002152306"],"corresponding_institution_ids":["https://openalex.org/I904495901"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":68},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9587,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9587,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scientific-literature","display_name":"Scientific literature","score":0.4901434},{"id":"https://openalex.org/keywords/software-suite","display_name":"Software suite","score":0.4510311}],"concepts":[{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.8563358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7113007},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6126636},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5767301},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5430732},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.50298923},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.4901434},{"id":"https://openalex.org/C2778736646","wikidata":"https://www.wikidata.org/wiki/Q1143070","display_name":"Software suite","level":3,"score":0.4510311},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36087632},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24900347},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09825668},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.072526485},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2311.06303","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://api.datacite.org/dois/10.48550/arxiv.2311.06303","pdf_url":null,"source":{"id":"https://openalex.org/S4393179698","display_name":"DataCite API","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210145204","host_organization_name":"DataCite","host_organization_lineage":["https://openalex.org/I4210145204"],"host_organization_lineage_names":["DataCite"],"type":"metadata"},"license":null,"license_id":null,"version":null}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2311.06303","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"display_name":"Quality education","score":0.74,"id":"https://metadata.un.org/sdg/4"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":30,"referenced_works":["https://openalex.org/W1521626219","https://openalex.org/W1614298861","https://openalex.org/W168564468","https://openalex.org/W1996308831","https://openalex.org/W2011301426","https://openalex.org/W2026498605","https://openalex.org/W2101234009","https://openalex.org/W2144211451","https://openalex.org/W2346180883","https://openalex.org/W2900501928","https://openalex.org/W2907013361","https://openalex.org/W2907649058","https://openalex.org/W2921046203","https://openalex.org/W2952174148","https://openalex.org/W2953641512","https://openalex.org/W2954057334","https://openalex.org/W2964523010","https://openalex.org/W2972219719","https://openalex.org/W2980932864","https://openalex.org/W2983504094","https://openalex.org/W2995170585","https://openalex.org/W3038580595","https://openalex.org/W3099878876","https://openalex.org/W3111047061","https://openalex.org/W3133495528","https://openalex.org/W3139195413","https://openalex.org/W3152829208","https://openalex.org/W4206401890","https://openalex.org/W4313494085","https://openalex.org/W4380877252"],"related_works":["https://openalex.org/W4231704780","https://openalex.org/W4206079007","https://openalex.org/W4205365843","https://openalex.org/W3156231268","https://openalex.org/W254965819","https://openalex.org/W2398058485","https://openalex.org/W2158573927","https://openalex.org/W2108921801","https://openalex.org/W1981336497","https://openalex.org/W1516095885"],"abstract_inverted_index":{"MatNexus":[0,24,57],"is":[1],"a":[2],"specialized":[3],"software":[4],"for":[5,34,40,47,64],"the":[6,23,26,51,77,83],"automated":[7],"collection,":[8],"processing,":[9],"and":[10,43,90],"analysis":[11],"of":[12,21,28,54,79],"text":[13],"from":[14,70],"scientific":[15,29,55,71],"articles.":[16],"Through":[17],"an":[18,61],"integrated":[19],"suite":[20],"modules,":[22],"facilitates":[25],"retrieval":[27],"articles,":[30],"processes":[31],"textual":[32],"data":[33],"insights,":[35],"generates":[36],"vector":[37],"representations":[38],"suitable":[39],"machine":[41],"learning,":[42],"offers":[44],"visualization":[45],"capabilities":[46],"word":[48],"embeddings.":[49],"With":[50],"vast":[52],"volume":[53],"publications,":[56],"stands":[58],"out":[59],"as":[60,82],"end-to-end":[62],"tool":[63],"researchers":[65],"aiming":[66],"to":[67],"gain":[68],"insights":[69],"literature":[72],"in":[73],"material":[74],"science,":[75],"making":[76],"exploration":[78],"materials,":[80],"such":[81],"electrocatalyst":[84],"examples":[85],"we":[86],"show":[87],"here,":[88],"efficient":[89],"insightful.":[91]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4388684414","counts_by_year":[],"updated_date":"2024-12-09T21:55:32.184501","created_date":"2023-11-15"}