Matches in SemOpenAlex for { <https://semopenalex.org/work/W2102433689> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2102433689 endingPage "22" @default.
- W2102433689 startingPage "9" @default.
- W2102433689 abstract "Companies have been collecting innovative ideas that can help them to develop new products and services through co-creation with their customers. As more customers participate in suggesting ideas, companies are likely to acquire more valuable ones. At the same time, however, some fundamental problems occur such as managing and selecting useful ideas from a large number of collected ideas. Semantic web mining techniques allow us to manage a large number of customers' ideas effectively, extract meaningful information from the ideas, and provide useful information for idea selection. In order to cope with such problems and enhance the value of co-creation, we propose an ontology-based co-creation enhancing system (OnCES) developed using semantic web mining techniques. To this end, we 1) defined a co-creation idea ontology (CCIO) that includes common concepts related to customers' ideas from MyStarbucksIdea.com, their attributes, and relationships between them; 2) transformed the customers' ideas into semantic data in RDF format according to the CCIO; 3) conducted text mining to extract new knowledge from the ideas such as keywords, the number of positive words, the number of negative words, and the sentiment score; and 4) built prediction models using keywords and other features such as those about customer and idea in order to predict the adoptability of each idea. The results of text mining and prediction analysis were also added to the semantic data. We implemented the OnCES system, which provides useful services such as idea navigation, idea recommendation, semantic information retrieval, and idea clustering, utilizing the stored semantic data while saving the time and effort required to process a huge number of customers' ideas." @default.
- W2102433689 created "2016-06-24" @default.
- W2102433689 creator A5035953216 @default.
- W2102433689 creator A5052576532 @default.
- W2102433689 creator A5053906495 @default.
- W2102433689 creator A5071497435 @default.
- W2102433689 date "2015-07-09" @default.
- W2102433689 modified "2023-10-14" @default.
- W2102433689 title "An Ontology-based Co-creation Enhancing System for Idea Recommendation in an Online Community" @default.
- W2102433689 cites W1565044497 @default.
- W2102433689 cites W1601088779 @default.
- W2102433689 cites W1966860954 @default.
- W2102433689 cites W1973195099 @default.
- W2102433689 cites W1982520400 @default.
- W2102433689 cites W1986641982 @default.
- W2102433689 cites W1998061582 @default.
- W2102433689 cites W2012350947 @default.
- W2102433689 cites W2084662183 @default.
- W2102433689 cites W2087579650 @default.
- W2102433689 cites W2104948296 @default.
- W2102433689 cites W2158393623 @default.
- W2102433689 cites W2161749250 @default.
- W2102433689 cites W2164405127 @default.
- W2102433689 cites W2167699886 @default.
- W2102433689 cites W4205184193 @default.
- W2102433689 cites W4229502521 @default.
- W2102433689 doi "https://doi.org/10.1145/2804075.2804077" @default.
- W2102433689 hasPublicationYear "2015" @default.
- W2102433689 type Work @default.
- W2102433689 sameAs 2102433689 @default.
- W2102433689 citedByCount "5" @default.
- W2102433689 countsByYear W21024336892018 @default.
- W2102433689 countsByYear W21024336892019 @default.
- W2102433689 countsByYear W21024336892023 @default.
- W2102433689 crossrefType "journal-article" @default.
- W2102433689 hasAuthorship W2102433689A5035953216 @default.
- W2102433689 hasAuthorship W2102433689A5052576532 @default.
- W2102433689 hasAuthorship W2102433689A5053906495 @default.
- W2102433689 hasAuthorship W2102433689A5071497435 @default.
- W2102433689 hasConcept C10138342 @default.
- W2102433689 hasConcept C111472728 @default.
- W2102433689 hasConcept C136764020 @default.
- W2102433689 hasConcept C138885662 @default.
- W2102433689 hasConcept C147497476 @default.
- W2102433689 hasConcept C154945302 @default.
- W2102433689 hasConcept C162324750 @default.
- W2102433689 hasConcept C182306322 @default.
- W2102433689 hasConcept C2129575 @default.
- W2102433689 hasConcept C23123220 @default.
- W2102433689 hasConcept C2522767166 @default.
- W2102433689 hasConcept C25810664 @default.
- W2102433689 hasConcept C41008148 @default.
- W2102433689 hasConcept C557471498 @default.
- W2102433689 hasConcept C66402592 @default.
- W2102433689 hasConceptScore W2102433689C10138342 @default.
- W2102433689 hasConceptScore W2102433689C111472728 @default.
- W2102433689 hasConceptScore W2102433689C136764020 @default.
- W2102433689 hasConceptScore W2102433689C138885662 @default.
- W2102433689 hasConceptScore W2102433689C147497476 @default.
- W2102433689 hasConceptScore W2102433689C154945302 @default.
- W2102433689 hasConceptScore W2102433689C162324750 @default.
- W2102433689 hasConceptScore W2102433689C182306322 @default.
- W2102433689 hasConceptScore W2102433689C2129575 @default.
- W2102433689 hasConceptScore W2102433689C23123220 @default.
- W2102433689 hasConceptScore W2102433689C2522767166 @default.
- W2102433689 hasConceptScore W2102433689C25810664 @default.
- W2102433689 hasConceptScore W2102433689C41008148 @default.
- W2102433689 hasConceptScore W2102433689C557471498 @default.
- W2102433689 hasConceptScore W2102433689C66402592 @default.
- W2102433689 hasFunder F4320322120 @default.
- W2102433689 hasIssue "3" @default.
- W2102433689 hasLocation W21024336891 @default.
- W2102433689 hasOpenAccess W2102433689 @default.
- W2102433689 hasPrimaryLocation W21024336891 @default.
- W2102433689 hasRelatedWork W1723367271 @default.
- W2102433689 hasRelatedWork W1982113307 @default.
- W2102433689 hasRelatedWork W2138869134 @default.
- W2102433689 hasRelatedWork W2355894329 @default.
- W2102433689 hasRelatedWork W2373434917 @default.
- W2102433689 hasRelatedWork W2393185060 @default.
- W2102433689 hasRelatedWork W2474540132 @default.
- W2102433689 hasRelatedWork W2615853382 @default.
- W2102433689 hasRelatedWork W3030295013 @default.
- W2102433689 hasRelatedWork W2098306546 @default.
- W2102433689 hasVolume "46" @default.
- W2102433689 isParatext "false" @default.
- W2102433689 isRetracted "false" @default.
- W2102433689 magId "2102433689" @default.
- W2102433689 workType "article" @default.