Measurement calculation method supporting commodity comment data multidimensional analysis

A product review and multi-dimensional analysis technology, applied in the field of metric calculation that supports multi-dimensional analysis of product review data, and can solve problems such as inability to numerically measure and represent

Active Publication Date: 2013-04-03
DAREWAY SOFTWARE
View PDF1 Cites 22 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the OLAP system, commonly used calculation metrics include ratio, difference, sum and average, etc., but for commodity review data, they cannot be represented by common numerical metrics, and new and applicable calculation methods need to be studied and selected

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Measurement calculation method supporting commodity comment data multidimensional analysis
  • Measurement calculation method supporting commodity comment data multidimensional analysis
  • Measurement calculation method supporting commodity comment data multidimensional analysis

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0055] Below in conjunction with accompanying drawing, invention is described in further detail.

[0056] The present invention supports a metric calculation method for multidimensional analysis of commodity review data, comprising the following steps:

[0057] Step (1) use W={w 1 ,w 2 ,.,w n} represents the introduction of the encyclopedia, where w k (1≤k≤n, n is a natural number) is a sentence, W is an encyclopedia introduction;

[0058] Step (2) Obtain the general commodity review set related to the encyclopedia introduction in step (1) according to different dimension values, use Co={d 1 , d 2 ,...,d |c|}, where |c| is the total number of documents in Co, d i (1≤i≤|c|) is the document, d i ={s i1 ,s i2 ,...,s ij ,...,s i|di|},s ij is the jth sentence in the i-th document;

[0059] Step (3) Use LDA to calculate the vocabulary-topic probabilities in the encyclopedia introduction and general product review sets, and then calculate w in the encyclopedia introduct...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention particularly discloses a measurement calculation method supporting commodity comment data multidimensional analysis. According to the measurement calculation method, a concept of encyclopedia instruction is brought in, a relationship between commodity comments and a theme is excavated through LDA (Linear Discriminant Analysis), comments of general commodities are structuralized and integrated into the encyclopedia instruction, an a measurement result is returned in a form of a theme and an abstract to enable the measurement to have relatively high readability. The measurement calculation method supporting commodity comment data multidimensional analysis obtains a commodity comment collection and integrates the commodity comment collection with relevant encyclopedia instruction based on different dimensional values, and mainly comprises the following steps of: (1) calculating probability of vocabulary-theme in the encyclopedia instruction and the commodity comment collection by using the LDA, and finding similar comments and supplementary comments from the commodity comment collection by utilizing a similarity calculation formula; (2) for the similar comments, excavating the theme of an aspect in the encyclopedia instruction and using the similarity number to represent the concern extent of the theme; and (3) for the supplementary comments, generating an abstract to serve as supplementation of the encyclopedia instruction.

Description

technical field [0001] The invention relates to a measurement calculation method supporting multi-dimensional analysis of commodity review data. Background technique [0002] With the development of e-commerce applications, more and more e-commerce users publish their comments on products on blogs, product forums and other network media, so that people can easily obtain various information from amateurs to industry experts. Reviews on products and use them to guide your consumption. Data analysis of product reviews has important application value. It can monitor product dynamics and understand user consumption characteristics and habits, so as to improve product quality, formulate corresponding marketing strategies, guide rational consumer behavior, and predict development trends. [0003] As an effective data analysis technology, OLAP can realize interactive analysis of multi-dimensional cube data at different granularities. The basis of OLAP analysis is a multi-dimension...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): G06Q30/02
Inventor 郑永清王新军张超彭朝晖闫中敏
Owner DAREWAY SOFTWARE
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap