Product name recognition and normalization in internet forums

Yao, Yangjie

doi:10.32657/10356/61814

Cited by 4 publications

(3 citation statements)

References 19 publications

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“…In the second stage, the method based on conditional random fields (CRFs) is used to analyze whether a word really refers to a specific product model name. In the third stage, rule-based name normalization is used to map names to their formal names 7,8 . Zhou F uses fast-text technology to obtain comments containing useful information from Internet product reviews, extracts various topics related to customer needs through a topic modeling technology, and finally predicts the emotion category and intensity of consumers in comments through rule-based emotion analysis 9 .…”

Section: Introductionmentioning

confidence: 99%

Requirement identification and disassembly of electromechanical products based on domain knowledge network

Zhang

Gong²,

Gao³

et al. 2022

Third International Conference on Computer Science and Communication Technology (ICCSCT 2022)

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The core of requirement analysis is to fully and accurately obtain customer requirements from requirement data. Nowadays, with the development of computer technology and e-commerce, a large number of personalized electromechanical products requirement data appear on various network platforms. The traditional requirement analysis methods are difficult to deal with it. This paper proposed a method of requirement identification and disassembly of electromechanical products based on domain knowledge network. The existing electromechanical domain knowledge is reused to identify and disassemble the requirement text expressed by the customer in the unstructured form of natural language. Based on this method, this paper developed a computer-aided requirement analysis tool, which can assist designers to quickly clarify the requirement.

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Section: Introductionmentioning

confidence: 99%

Requirement identification and disassembly of electromechanical products based on domain knowledge network

Zhang

Gong²,

Gao³

et al. 2022

Third International Conference on Computer Science and Communication Technology (ICCSCT 2022)

View full text Add to dashboard Cite

show abstract

“…Most existing works tackle this challenge by focusing on the matching between mentions and entity names. is se ing of EL is also known as entity name normalization [57][58][59],…”

Section: Entity Linkingmentioning

confidence: 99%

“…Formally, given two multi-word expressions, the EL models will estimate the local relevance score based on the lexical and semantic matching between the two surface forms. Common applications of entity name normalization are product name [57],…”

Section: Entity Name Normalizationmentioning

confidence: 99%