Exploratory search on big data
Exploratory search is a new approach for discovering the value of big data,compared with data serving and data analysis.Data serving emphasizes to meet users' information need at the micro-level,and data analysis emphasizes to discover insights among data at the macro-level.However,exploratory...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2015-12-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015316/ |
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| _version_ | 1841539601266638848 |
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| author | Xiao-yong DU Jun CHEN Yue-guo CHEN |
| author_facet | Xiao-yong DU Jun CHEN Yue-guo CHEN |
| author_sort | Xiao-yong DU |
| collection | DOAJ |
| description | Exploratory search is a new approach for discovering the value of big data,compared with data serving and data analysis.Data serving emphasizes to meet users' information need at the micro-level,and data analysis emphasizes to discover insights among data at the macro-level.However,exploratory search is a way to support user to freely swap between micro-level to macro-level and interactively explore the value of data as well.Firstly,approaches for discovering the value of big data were discussed.Secondly,the definition,model and characteristics of exploratory search were illustrated.Thirdly,the architecture of exploratory search systems was designed,and a review of the challenges and techniques of each component of the architecture were given.Finally,preliminary results of exploratory search in RDF knowledge bases were introduced. |
| format | Article |
| id | doaj-art-aaafedc3c0b241a79e1c27f7cbfe7e48 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2015-12-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-aaafedc3c0b241a79e1c27f7cbfe7e482025-01-14T06:54:06ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2015-12-0136778859697033Exploratory search on big dataXiao-yong DUJun CHENYue-guo CHENExploratory search is a new approach for discovering the value of big data,compared with data serving and data analysis.Data serving emphasizes to meet users' information need at the micro-level,and data analysis emphasizes to discover insights among data at the macro-level.However,exploratory search is a way to support user to freely swap between micro-level to macro-level and interactively explore the value of data as well.Firstly,approaches for discovering the value of big data were discussed.Secondly,the definition,model and characteristics of exploratory search were illustrated.Thirdly,the architecture of exploratory search systems was designed,and a review of the challenges and techniques of each component of the architecture were given.Finally,preliminary results of exploratory search in RDF knowledge bases were introduced.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015316/big dataknowledge baseexploratory searchdata exploration |
| spellingShingle | Xiao-yong DU Jun CHEN Yue-guo CHEN Exploratory search on big data Tongxin xuebao big data knowledge base exploratory search data exploration |
| title | Exploratory search on big data |
| title_full | Exploratory search on big data |
| title_fullStr | Exploratory search on big data |
| title_full_unstemmed | Exploratory search on big data |
| title_short | Exploratory search on big data |
| title_sort | exploratory search on big data |
| topic | big data knowledge base exploratory search data exploration |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015316/ |
| work_keys_str_mv | AT xiaoyongdu exploratorysearchonbigdata AT junchen exploratorysearchonbigdata AT yueguochen exploratorysearchonbigdata |