Best Practice: For applications dealing with Retail catalog data, the preferred order of modules is:
1. NTerms
2. MaxField
3. Glom
4. Exact
5. Static
Explanation:
NTerms, the first module, ensures that in a multi-word search, the more words that match in the record, the higher the record is scored.
MaxField puts cross-field matches (see Allowing Cross-Field Matches) as high in priority as possible, to the point where they could tie with non-cross-field matches.
Glom, decomposes cross-field matches, effectively breaking any ties resulting from MaxField. Together, MaxField and Glom provide appropriate cross-field match ordering, depending upon what matched.
Exact module means that an exact match in a highly-ranked member of the search interface is placed higher than a partial or cross-field match.
Optionally, the Static module can be used to sort remaining ties by criteria such as Price or InstockWeb.
Example: Below Screenshot shows on how to configure Rel.Ranking Modules using Endeca Pipeline
![](data:image/png;base64,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)
Best Practice: For applications dealing with Document Repository Data, the preferred order of modules is:
1. NTerms
2. MaxField
3. Glom
4. Phrase
5. Static
Explanation:
NTerms, the first module, ensures that in a multi-word search, the more words that match in the record, the higher the record is scored.
MaxField puts cross-field matches (see Allowing Cross-Field Matches) as high in priority as possible, to the point where they could tie with non-cross-field matches.
Glom, decomposes cross-field matches, effectively breaking any ties resulting from MaxField. Together, MaxField and Glom provide appropriate cross-field match ordering, depending upon what matched.
Phrase module ensures that results containing the user's query as an exact phrase are given a higher priority than matches containing the user's search terms sprinkled throughout the text.
Optionally, the Static module can be used to sort remaining ties by criteria such as Price or SalesRank.
1. NTerms
2. MaxField
3. Glom
4. Exact
5. Static
Explanation:
NTerms, the first module, ensures that in a multi-word search, the more words that match in the record, the higher the record is scored.
MaxField puts cross-field matches (see Allowing Cross-Field Matches) as high in priority as possible, to the point where they could tie with non-cross-field matches.
Glom, decomposes cross-field matches, effectively breaking any ties resulting from MaxField. Together, MaxField and Glom provide appropriate cross-field match ordering, depending upon what matched.
Exact module means that an exact match in a highly-ranked member of the search interface is placed higher than a partial or cross-field match.
Optionally, the Static module can be used to sort remaining ties by criteria such as Price or InstockWeb.
Example: Below Screenshot shows on how to configure Rel.Ranking Modules using Endeca Pipeline
Best Practice: For applications dealing with Document Repository Data, the preferred order of modules is:
1. NTerms
2. MaxField
3. Glom
4. Phrase
5. Static
Explanation:
NTerms, the first module, ensures that in a multi-word search, the more words that match in the record, the higher the record is scored.
MaxField puts cross-field matches (see Allowing Cross-Field Matches) as high in priority as possible, to the point where they could tie with non-cross-field matches.
Glom, decomposes cross-field matches, effectively breaking any ties resulting from MaxField. Together, MaxField and Glom provide appropriate cross-field match ordering, depending upon what matched.
Phrase module ensures that results containing the user's query as an exact phrase are given a higher priority than matches containing the user's search terms sprinkled throughout the text.
Optionally, the Static module can be used to sort remaining ties by criteria such as Price or SalesRank.
hi Ravi,
ReplyDeleteCould you please attach the sample screen shot in EXM where we need to add these modules
Hi Bala,
DeletePlease refer attached screenshot. Hope it helps.
Regards,
Ravi
Hi Ravi, How to implement the changes in a unix environment in the absence of developer studio
ReplyDeleteAll the configurations sit in the pipeline folder. In unix, just open the files and do the setup manually.
DeleteHi Ravi,
ReplyDeleteCan you please explain how the relevancy ranking works? Basically I want to know if we select multiple relevance module then how the data is transformed after every relevancy module.
Thanks
Hey what a brilliant post I have come across and believe me I have been searching out for this similar kind of post for past a week and hardly came across this. Thank you very much and will look for more postings from you. PBN
ReplyDelete