mahout recommendation engine

Document directory Storage layer Algorithm Layer Business Layer Management Layer The percentage receng is a leading recommendation technology platform in China. It focuses on providing Saas-based Personalized Recommendation services for e-commerce and information websites, improving the overall site conversion rate and user viscosity of websites. This article introduces the architecture design and con

Recommendation Engine The receng uses special information filtering technologies to recommend different items or content to users who may be interested in them.Figure 1. recommendation engine working principle Figure 1 shows the working principle of the recommendation

Automatic clustering of a series of articles can be used as the basis of the content-based recommendation engine. To achieve automatic text clustering, first perform word segmentation based on the articles described in Series 5, then, the term vector representation of the article is calculated, that is, the TF * IDF corresponding to each different word in the article is obtained. The specific calculation me

Recommend the IBM Software engineer Zhao Chen Ting and Machun series of articles to explore the secrets of the recommendation engine internal IBM Developworks explore the secrets of the interior of the recommendation engine the 1th part recommendation

Today happened to visit the forum, habitual in the hair outside the chain, I hair outside the chain may not be like everyone that manual mass, because now do not need, just want to properly raise a site, so the article I am not artificial, handmade release. See an article, is said that Baidu from the end of 2011 has begun to draw their own technical backbone, Baidu recommended engine system research and development, that is, to create a more satisfyin

was something wrong. Li Yunshan had a lot of trouble in the previous paragraph. It is estimated that Zhang shaozhi's pressure would not be too small."Okay !" Zhang shaozhi said, "after you went back from the previous paragraph, we changed the system on your side and used it directly to the shangcong network. At the beginning, the timeliness was good, however, it was found that there were still many problems, especially the K-Mean clustering algorithm. The results of each operation were differen

Web site want to survive in the long term and sustainable development of the Internet, we must rely on the use of search engines, do a good job SEO strategy is very important, which is still the most important content of the site itself. Search engine algorithm mechanism more and more emphasis on the importance of content, the content has become a number of webmaster friends targeted treatment and resolution of the first task, and constantly improve t

Recommendation: Fan Chen's one-drop Article (he recorded 47 articles in 360doc, which is very useful) Http://www.360doc.com/UserArt.aspx? Categoryid = 3 userid = 7635 groupid =-1 page = 3 Introduction:My articles 17 search engine innovations other than Google 07.05.19 Read: 16 public articles (660) World of Info

Recommendation engine and learning 1. We can obtain suitable learning materials, and, importantly, we have the right to choose. We can respect the engine recommendation, or we can treat it as a breeze. 2. The premise of receng is to have enough information for learners. This means that computers can do better than hu

As analyzed in the previous article, three types of services are provided in the background systems of full-text search, data mining, and recommendation engine: Synchronous service, asynchronous service, and background service. For synchronization services that can use Web Service, XML Over HTTP or Restful services, I used Jason over HTTP in the project, mainly considering the high efficiency of Json parsin

should read the pongba discussion "an integrated reading and Sharing Solution" in December 5, which is to find a solution to share valuable information, it can have a certain degree of divergence of vision, reduce information explosion as much as possible, and take into account the authority of collectors. SoSocial recommendationIt can be defined: Select social media sharing sources for a group of IT industry members, such as Cao zenghui, Feng dahui's googlereader, white crow, sleepy animal

drives them to do these things well. However, for an enterprise that has not completed the registration, it is difficult for employees to have a true sense of identity. Therefore, it is not easy to put forward and execute a requirement, wu Yan was prepared.Wu Yan then assigned all the work tasks. Basically, Zeng Yujie checked the products previously entered into the system, especially the price information, li Weidong is mainly engaged in website users, permissions and statistical functions. Zh

Unity5.1 new network engine UNET (9) UNET official recommendation video tutorial, unity5.1unet Sun Guangdong Before the emergence of the new network engine, Unity provided the built-in Raknet network engine. This time, like updating UGUI, Unity spent a lot of time updating it, the old network component was prompted wi

encyclopedia In the early days, Digg was actually a wiki. All the content was created by users. This is the essence of Digg and the biggest difference between Digg and the old news websites. In my opinion, the voting mechanism is more in order to provide a better user experience, so that users can feel that they are "taking the lead" (in fact, they do not use voting, it is also possible to rank news by clicking rate ).The current Digg has added a recommend