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an effective path-aware approach for keyword search over data graphs
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نویسنده
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ghanbarpour asieh ,naderi hassan ,zaremotlagh soheil
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منبع
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journal of advances in computer engineering and technology - 2020 - دوره : 6 - شماره : 3 - صفحه:169 -186
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چکیده
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Keyword search is known as a user-friendly alternative for structured languages to retrieve information from graph-structured data. efficient retrieving of relevant answers to a keyword query and effective ranking of these answers according to their relevance are two main challenges in the keyword search over graph- structured data. in this paper, a novel scoring function is proposed, which utilizes both the textual and structural features of answers in order to produce a more accurate order of answers. in addition, a query processing algorithm is developed based on information spreading technique to enumerate answers in approximate order. this algorithm is further improved by allowing a skewed development toward more promising paths and enables a more efficient processing of keyword queries. performance evaluation through extensive experiments on a standard benchmark of three real- world datasets shows the effectiveness and efficiency of the proposed algorithms.
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کلیدواژه
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information retrieval ,database ,keyword search ,relevant answers ,information spreading
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آدرس
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university of sistan and baluchestan, computer engineering department, iran, iran university of science and technology, computer engineering department, iran, university of sistan and baluchestan, iran
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پست الکترونیکی
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s_zare@eng.usb.ac.ir
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Authors
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