EP3283977A1 - Amélioration d'une recherche sur la base d'un apprentissage machine - Google Patents

Amélioration d'une recherche sur la base d'un apprentissage machine

Info

Publication number
EP3283977A1
EP3283977A1 EP16714678.6A EP16714678A EP3283977A1 EP 3283977 A1 EP3283977 A1 EP 3283977A1 EP 16714678 A EP16714678 A EP 16714678A EP 3283977 A1 EP3283977 A1 EP 3283977A1
Authority
EP
European Patent Office
Prior art keywords
client device
query
search engine
feature
user
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP16714678.6A
Other languages
German (de)
English (en)
Inventor
John M. Hornkvist
Gaurav Kapoor
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Apple Inc
Original Assignee
Apple Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US14/721,945 external-priority patent/US10885039B2/en
Application filed by Apple Inc filed Critical Apple Inc
Publication of EP3283977A1 publication Critical patent/EP3283977A1/fr
Withdrawn legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2457—Query processing with adaptation to user needs
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/953—Querying, e.g. by the use of web search engines
    • G06F16/9535—Search customisation based on user profiles and personalisation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

Abstract

L'invention concerne des systèmes et des procédés permettant d'améliorer des résultats de recherche renvoyés à un utilisateur depuis un ou plusieurs domaines de recherche en utilisant des fonctions d'interrogation apprises localement sur le dispositif utilisateur. Un moteur de recherche peut : recevoir, analyser et réacheminer des résultats d'interrogation provenant de multiples domaines de recherche ; transmettre les résultats d'interrogation à un dispositif client ; déterminer une fonction en analysant les résultats d'interrogation ; générer un prédicteur pour la fonction ; donner à un dispositif client une instruction d'utilisation du prédicteur pour une formation sur la fonction ; renvoyer au moteur de recherche un rapport sur la progression de la formation ; donner à des premier et second ensembles de dispositifs clients une instruction de formation sur les ensembles A et B de prédicteurs respectivement ; et renvoyer au moteur de recherche un rapport sur la progression de la formation. Un dispositif client peut stocker un contexte de session de recherche et le partager avec un moteur de recherche entre des sessions avec un ou plusieurs moteurs de recherche. Un système de synchronisation peut synchroniser les prédicteurs locaux entre de multiples dispositifs clients d'un utilisateur.
EP16714678.6A 2015-05-26 2016-03-18 Amélioration d'une recherche sur la base d'un apprentissage machine Withdrawn EP3283977A1 (fr)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US14/721,945 US10885039B2 (en) 2014-05-30 2015-05-26 Machine learning based search improvement
PCT/US2016/023284 WO2016190947A1 (fr) 2014-05-30 2016-03-18 Amélioration d'une recherche sur la base d'un apprentissage machine

Publications (1)

Publication Number Publication Date
EP3283977A1 true EP3283977A1 (fr) 2018-02-21

Family

ID=60955415

Family Applications (1)

Application Number Title Priority Date Filing Date
EP16714678.6A Withdrawn EP3283977A1 (fr) 2015-05-26 2016-03-18 Amélioration d'une recherche sur la base d'un apprentissage machine

Country Status (1)

Country Link
EP (1) EP3283977A1 (fr)

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