Matches in SemOpenAlex for { <https://semopenalex.org/work/W2894947603> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2894947603 endingPage "15" @default.
- W2894947603 startingPage "1" @default.
- W2894947603 abstract "One of the significant issues in a smart city is maintaining a healthy environment. To improve the environment, huge amounts of data are gathered, manipulated, analyzed, and utilized, and these data might include noise, uncertainty, or unexpected mistreatment of the data. In some datasets, the class imbalance problem skews the learning performance of the classification algorithms. In this paper, we propose a case-based reasoning method that combines the use of crowd knowledge from open source data and collective knowledge. This method mitigates the class imbalance issues resulting from datasets, which diagnose wellness levels in patients suffering from stress or depression. We investigate effective ways to mitigate class imbalance issues in which the datasets have a higher proportion of one class over another. The results of this proposed hybrid reasoning method, using a combination of crowd knowledge extracted from open source data (i.e., a Google search, or other publicly accessible source) and collective knowledge (i.e., case-based reasoning), were that it performs better than other traditional methods (e.g., SMO, BayesNet, IBk, Logistic, C4.5, and crowd reasoning). We also demonstrate that the use of open source and big data improves the classification performance when used in addition to conventional classification algorithms." @default.
- W2894947603 created "2018-10-12" @default.
- W2894947603 creator A5035216322 @default.
- W2894947603 creator A5047191321 @default.
- W2894947603 creator A5068355358 @default.
- W2894947603 creator A5088891802 @default.
- W2894947603 date "2018-10-03" @default.
- W2894947603 modified "2023-10-17" @default.
- W2894947603 title "When Collective Knowledge Meets Crowd Knowledge in a Smart City: A Prediction Method Combining Open Data Keyword Analysis and Case-Based Reasoning" @default.
- W2894947603 cites W1965895350 @default.
- W2894947603 cites W1975564911 @default.
- W2894947603 cites W2008420823 @default.
- W2894947603 cites W2034607334 @default.
- W2894947603 cites W2039074475 @default.
- W2894947603 cites W2044468884 @default.
- W2894947603 cites W2056077830 @default.
- W2894947603 cites W2059431378 @default.
- W2894947603 cites W2067594023 @default.
- W2894947603 cites W2075902295 @default.
- W2894947603 cites W2098319571 @default.
- W2894947603 cites W2104167780 @default.
- W2894947603 cites W2111254305 @default.
- W2894947603 cites W2119191234 @default.
- W2894947603 cites W2121439896 @default.
- W2894947603 cites W2126385963 @default.
- W2894947603 cites W2139306379 @default.
- W2894947603 cites W2148143831 @default.
- W2894947603 cites W2151413202 @default.
- W2894947603 cites W2153544354 @default.
- W2894947603 cites W2155653793 @default.
- W2894947603 cites W2490209856 @default.
- W2894947603 cites W4238161996 @default.
- W2894947603 cites W4239696231 @default.
- W2894947603 doi "https://doi.org/10.1155/2018/7391793" @default.
- W2894947603 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6192084" @default.
- W2894947603 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30402214" @default.
- W2894947603 hasPublicationYear "2018" @default.
- W2894947603 type Work @default.
- W2894947603 sameAs 2894947603 @default.
- W2894947603 citedByCount "5" @default.
- W2894947603 countsByYear W28949476032020 @default.
- W2894947603 countsByYear W28949476032021 @default.
- W2894947603 countsByYear W28949476032022 @default.
- W2894947603 countsByYear W28949476032023 @default.
- W2894947603 crossrefType "journal-article" @default.
- W2894947603 hasAuthorship W2894947603A5035216322 @default.
- W2894947603 hasAuthorship W2894947603A5047191321 @default.
- W2894947603 hasAuthorship W2894947603A5068355358 @default.
- W2894947603 hasAuthorship W2894947603A5088891802 @default.
- W2894947603 hasBestOaLocation W28949476031 @default.
- W2894947603 hasConcept C115961682 @default.
- W2894947603 hasConcept C119857082 @default.
- W2894947603 hasConcept C124101348 @default.
- W2894947603 hasConcept C136764020 @default.
- W2894947603 hasConcept C154945302 @default.
- W2894947603 hasConcept C2522767166 @default.
- W2894947603 hasConcept C2777212361 @default.
- W2894947603 hasConcept C2780535194 @default.
- W2894947603 hasConcept C41008148 @default.
- W2894947603 hasConcept C75684735 @default.
- W2894947603 hasConcept C89057211 @default.
- W2894947603 hasConcept C99498987 @default.
- W2894947603 hasConceptScore W2894947603C115961682 @default.
- W2894947603 hasConceptScore W2894947603C119857082 @default.
- W2894947603 hasConceptScore W2894947603C124101348 @default.
- W2894947603 hasConceptScore W2894947603C136764020 @default.
- W2894947603 hasConceptScore W2894947603C154945302 @default.
- W2894947603 hasConceptScore W2894947603C2522767166 @default.
- W2894947603 hasConceptScore W2894947603C2777212361 @default.
- W2894947603 hasConceptScore W2894947603C2780535194 @default.
- W2894947603 hasConceptScore W2894947603C41008148 @default.
- W2894947603 hasConceptScore W2894947603C75684735 @default.
- W2894947603 hasConceptScore W2894947603C89057211 @default.
- W2894947603 hasConceptScore W2894947603C99498987 @default.
- W2894947603 hasFunder F4320321408 @default.
- W2894947603 hasLocation W28949476031 @default.
- W2894947603 hasLocation W28949476032 @default.
- W2894947603 hasLocation W28949476033 @default.
- W2894947603 hasLocation W28949476034 @default.
- W2894947603 hasOpenAccess W2894947603 @default.
- W2894947603 hasPrimaryLocation W28949476031 @default.
- W2894947603 hasRelatedWork W2428898138 @default.
- W2894947603 hasRelatedWork W2577361510 @default.
- W2894947603 hasRelatedWork W2607330907 @default.
- W2894947603 hasRelatedWork W2608950002 @default.
- W2894947603 hasRelatedWork W2783291455 @default.
- W2894947603 hasRelatedWork W2938842140 @default.
- W2894947603 hasRelatedWork W3014300295 @default.
- W2894947603 hasRelatedWork W3115048026 @default.
- W2894947603 hasRelatedWork W3158877728 @default.
- W2894947603 hasRelatedWork W4224943336 @default.
- W2894947603 hasVolume "2018" @default.
- W2894947603 isParatext "false" @default.
- W2894947603 isRetracted "false" @default.
- W2894947603 magId "2894947603" @default.
- W2894947603 workType "article" @default.