ServiceMap: Providing Map and GPS Assistance to Service Composition in Bioinformatics.
The wide use of Web services and scientific workflows has enabled bioinformaticians to reuse experimental resources and streamline data processing. This paper presents a follow-up work of our network analysis on the myExperiment, an online scientific workflow repository. The motivation comes from tw...
| Main Authors: | , , , , , |
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| 其他作者: | |
| 格式: | Journal article |
| 语言: | English |
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IEEE
2011
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| _version_ | 1826277653745762304 |
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| author | Tan, W Zhang, J Madduri, R Foster, I Roure, D Goble, C |
| author2 | Jacobsen, H |
| author_facet | Jacobsen, H Tan, W Zhang, J Madduri, R Foster, I Roure, D Goble, C |
| author_sort | Tan, W |
| collection | OXFORD |
| description | The wide use of Web services and scientific workflows has enabled bioinformaticians to reuse experimental resources and streamline data processing. This paper presents a follow-up work of our network analysis on the myExperiment, an online scientific workflow repository. The motivation comes from two common questions raised by bio-scientists: 1) Given the services that I plan to use, are there other services usually used together with them? and 2) Given two or more services I plan to use together, is there an operation chain to connect them based on others' past usage? Aiming to provide a system-level GPS-like support to answer the two questions, we present ServiceMap, a network model established to study the best practice of service use. Two approaches are proposed over the ServiceMap: association rule mining and relation-aware, cross-workflow searching. Both approaches were validated using the real-life data obtained from the myExperiment repository. © 2011 IEEE. |
| first_indexed | 2024-03-06T23:32:09Z |
| format | Journal article |
| id | oxford-uuid:6c67d36d-a43d-461d-be3f-988dc6d9d3bf |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-06T23:32:09Z |
| publishDate | 2011 |
| publisher | IEEE |
| record_format | dspace |
| spelling | oxford-uuid:6c67d36d-a43d-461d-be3f-988dc6d9d3bf2022-03-26T19:10:42ZServiceMap: Providing Map and GPS Assistance to Service Composition in Bioinformatics.Journal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:6c67d36d-a43d-461d-be3f-988dc6d9d3bfEnglishSymplectic Elements at OxfordIEEE2011Tan, WZhang, JMadduri, RFoster, IRoure, DGoble, CJacobsen, HWang, YHung, PThe wide use of Web services and scientific workflows has enabled bioinformaticians to reuse experimental resources and streamline data processing. This paper presents a follow-up work of our network analysis on the myExperiment, an online scientific workflow repository. The motivation comes from two common questions raised by bio-scientists: 1) Given the services that I plan to use, are there other services usually used together with them? and 2) Given two or more services I plan to use together, is there an operation chain to connect them based on others' past usage? Aiming to provide a system-level GPS-like support to answer the two questions, we present ServiceMap, a network model established to study the best practice of service use. Two approaches are proposed over the ServiceMap: association rule mining and relation-aware, cross-workflow searching. Both approaches were validated using the real-life data obtained from the myExperiment repository. © 2011 IEEE. |
| spellingShingle | Tan, W Zhang, J Madduri, R Foster, I Roure, D Goble, C ServiceMap: Providing Map and GPS Assistance to Service Composition in Bioinformatics. |
| title | ServiceMap: Providing Map and GPS Assistance to Service Composition in Bioinformatics. |
| title_full | ServiceMap: Providing Map and GPS Assistance to Service Composition in Bioinformatics. |
| title_fullStr | ServiceMap: Providing Map and GPS Assistance to Service Composition in Bioinformatics. |
| title_full_unstemmed | ServiceMap: Providing Map and GPS Assistance to Service Composition in Bioinformatics. |
| title_short | ServiceMap: Providing Map and GPS Assistance to Service Composition in Bioinformatics. |
| title_sort | servicemap providing map and gps assistance to service composition in bioinformatics |
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