Organizational searchengineose architecture

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Elastic search Architecture. Implement enterprise-scale search engine. Plugin development on elastic search. Contact on: mahmood.neshati at gmail

Software

Organizational Search Engine
(OSE) Architecture
Data Science Research Lab
Faragostar.net
Datascience.sbu.ac.ir

Modular OSE Design
● Design For Flexibility
● Separation of Concerns
● QA

Staging Module
● Optimize format for indexing
● Adapter Pattern
● Specific Design for each
Source Data Type
● Raw Format (ELT Pattern)
● Speed is the main Concern

Document Module
● Optimize format for search
● Fix & Standard for each doc
type
● Independent of Source Data
● Normalized Format
● Specific for each doc Format
● Accuracy of search is the
main concern

● Persian Analyzer
● Bilingual Search
● Stemming
● Persian Tokenizer

FeedBack Module
● Optimize for Feedback
● Fix & Standard per Document
Type
● Independent of Source Data
● Session and Browsing Info
● Adequacy for Learning to rank
is the main concern

Learning to rank
Log analysis
Pairwise and Listwise Learning
Feature Importance

Search Module
● Independent of Staging Index
● Multi Signal Ranking
● Query Template Support
● Domain Aware
● LTR support

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