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Semantic Retrieval for Mongolian Music: An Explorative Study |
Bao Yulai1,2(),Bi Qiang2 |
1Inner Mongolia University Library, Hohhot 010021, China 2School of Management, Jilin University, Changchun 130022, China |
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Abstract [Objective] This paper aims to improve the retrieval performance of the booming Mongolian information resources with Ontology based semantic technology. [Methods] We designed a semantic retrieval system with the help of Mongolian music domain Ontology as well as the semantic analysis and inference engine Jena. [Results] Compared to the keyword matching retrieval systems, the recall and precision of the proposed system were significantly improved (95.6% and 93.2%, respectively). [Limitations] The experimental data only included the Mongolian multi-voice music. [Conclusions] The proposed semantic retrieval system lays theoretical and technological foundations for the research of Mongolian semantic Web applications.
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Received: 27 June 2016
Published: 20 December 2016
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[1] | 章成志. 多语言领域本体学习研究[M]. 南京: 南京大学出版社, 2012: 1-3. | [1] | (Zhang Chengzhi.Domain Ontology Learning Research with Multi Language [M]. Nanjing: Nanjing University Press, 2012: 1-3.) | [2] | 耶理巴蒙古文文献管理系统[EB/OL]. [2016-03-31]. .(Mongolian Literature Management System [EB/OL]. | [2] | (Mongolian Literature Management System [EB/OL]. [2016-03-31]. | [3] | 蒙古文期刊网[EB/OL]. [2016-03-31]. . | [3] | (Mongolian Journals [EB/OL]. [2016-03-31]. | [4] | 中国蒙古学信息网[EB/OL]. [2016-03-31]. . | [4] | (China Mongolia Information Network [EB/OL]. [2016-03-31]. | [5] | 王福, 康健. 蒙古文资源数字化共建共享保障体系研究[J]. 图书情报工作, 2015, 59(12): 39-43. | [5] | (Wang Fu, Kang Jian.Study on the Construction and Sharing of the System of Mongolian Digital Resources[J]. Library and Information Service, 2015, 59(12): 39-43.) | [6] | 狄冬梅. 基于DSpace构建传统蒙古文学科机构知识库平台[J]. 计算机工程与科学, 2010, 32(10): 139-141, 149. | [6] | (Di Dongmei.Design of the Institutional Repository for Traditional Mongolian Literature with DSpace[J]. Computer Engineering and Science, 2010, 32(10): 139-141,149.) | [7] | 敖其尔. 蒙文国际标准码与远程教育[C]. 见: 中国远程教育技术标准化国际研讨会论文集, 2001. | [7] | (Ao Qier.Mongolian International Standard Code [C]. In: Proceedings of the 2011 International Symposium on Technology Standard and Distance Education, 2001.) | [8] | Li Guanyu, Ma Di, Loua V.Fuzzy Ontology Based Knowledge Reasoning Framework Design [C]. In: Proceedings of the 3rd International Conference on Software Engineering and Service Science. 2012. | [9] | Huang Y H, Li G Y, Li Q Q.Rough Ontology Based Semantic Information Retrieval [C]. In: Proceedings of the 6th International Symposium on Computational Intelligence and Design. 2013. | [10] | 孟红伟, 张志平, 张晓丹. 基于领域本体的文献智能检索模型研究[J]. 情报杂志, 2013, 32(9): 180-184. | [10] | (Meng Hongwei, Zhang Zhiping, Zhang Xiaodan.Research on Intelligent Information Retrieval Model Based on Domain Ontology[J]. Journal of Information, 2013, 32(9): 180-184.) | [11] | 周群芳, 吴婕, 谷俊. 基于本体的专利语义检索研究[J]. 情报探索, 2013(9): 71-74. | [11] | (Zhou Qunfang, Wu Jie, Gu Jun.Study on Ontology-based Patent Semantic Retrieval[J]. Information Research, 2013 (9): 71-74.) | [12] | 武俊丽. 基于领域本体的语义检索系统的研究与实现[D]. 太原: 太原理工大学, 2010. | [12] | (Wu Junli.Research and Implementation of Semantic Retrieval System Based on Domain Ontology [D]. Taiyuan: Taiyuan University of Technology, 2010.) | [13] | 李兵. 基于领域本体的专利语义检索研究[D]. 北京: 北京理工大学, 2015. | [13] | (Li Bing.Research on Patent Semantic Retrieval Based on Domain Ontology [D]. Beijing: Beijing Institute of Technology, 2015.) | [14] | 苏依拉, 孙日旺, 谭艳梅, 等. 基于本体标注的蒙文地名识别研究[J]. 计算机工程与科学, 2013, 35(8): 156-162. | [14] | (Su Yila, Sun Riwang, Tan Yanmei, et al.Study of Mongolian Place Name Recognition Based on Ontology Annotation[J]. Computer Engineering and Science, 2013, 35(8): 156-162.) | [15] | 苏依拉, 吉亚图, 窦葆媛. 基于蒙古语课程领域语义Web的推理与检索方法的研究[J]. 计算机工程与科学, 2016, 38(2): 376-384. | [15] | (Su Yila, Ji Yatu, Dou Baoyuan.A Semantic Web-based Reasoning and Retrieval Method in Mongolian Curriculum[J]. Computer Engineering and Science, 2016, 38(2): 376-384.) | [16] | 塔娜, 林民, 李小庆.面向跨语言信息检索的蒙汉语义词典构建初探[J]. 计算机与数字工程, 2010, 32(8): 42-45, 54. | [16] | (Ta Na, Lin Min, Li Xiaoqing.Preliminary Study on Building Mongolian and Chinese Bilingual Semantic Dictionary for Cross-Language Information Retrieval[J]. Computer and Digital Engineering, 2010, 32(8): 42-45, 54.) | [17] | Ma J, Zhang Q, Zhang J, et al.A Rule-based Ontology Reasoning for Scientific Effects Retrieval [C]. In: Proceedings of the 2012 IEEE International Conference on Management of Innovation and Technology. 2012: 232-237. | [18] | Delbru R, Campinas S, Tummarello G.Searching Web Data: An Entity Retrieval and High-performance Indexing Model[J]. Journal of Web Semantics, 2012, 10(1): 33-58. | [19] | 高洪美. 基于文献领域本体的语义搜索技术的研究与实现[D]. 上海: 华东理工大学, 2014. | [19] | (Gao Hongmei.Research and Implementation of Semantic Search Technology Based on Ontology in Literature Domain [D]. Shanghai: East China University of Science and Technology, 2014.) | [20] | Dewan H.REDIS: The Data Structure Server for Your Cloud[J]. PC Quest, 2011. | [21] | 丛伟. 基于层叠隐马尔可夫模型的蒙古语词切分系统的研究[D]. 呼和浩特: 内蒙古大学, 2009. | [21] | (Cong Wei.Study of Mongolian Word Segmentation System Based on the Cascaded Hidden Markov Model [D]. Hohhot: Inner Mongolia University, 2009.) | [22] | 王海川. 云计算环境下服务语义检索与组合方法应用研究[D]. 济南: 山东财经大学, 2014. | [22] | (Wang Haichuan.Application Research of Service Semantic Retrieval and Combination Method in Cloud Computing Environment [D]. Ji’nan: Shandong University of Finance and Economics, 2014.) |
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