图 书 馆
众包图：众包本体与微任务的协调CROWDMAP: Crowdsourcing Ontology Alignment with Microtasks |
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| 课程网址: | http://videolectures.net/iswc2012_sarasua_crowdmap/ |
| 主讲教师: | Cristina Sarasua |
| 开课单位: | 柯布伦兹兰道大学 |
| 开课时间: | 2012-12-03 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The last decade of research in ontology alignment has brought a variety of computational techniques to discover correspondences between ontologies. While the accuracy of automatic approaches has continuously improved, human contributions remain a key ingredient of the process: this input serves as a valuable source of domain knowledge that is used to train the algorithms and to validate and augment automatically computed alignments. In this paper, we introduce CROWDMAP, a model to acquire such human contributions via microtask crowdsourcing. For a given pair of ontologies, CROWDMAP translates the alignment problem into microtasks that address individual alignment questions, publishes the microtasks on an online labor market, and evaluates the quality of the results obtained from the crowd. We evaluated the current implementation of CROWDMAP in a series of experiments using ontologies and reference alignments from the Ontology Alignment Evaluation Initiative and the crowdsourcing platform CrowdFlower. The experiments clearly demonstrated that the overall approach is feasible, and can improve the accuracy of existing ontology alignment solutions in a fast, scalable, and cost-effective manner. |
| 关 键 词: | 本体对齐; 自动方法; 训练算法 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-05-06：cwx |
| 阅读次数: | 29 |