SlideShare a Scribd company logo

PhD Viva - Short Intro

•
•
Neal Lathia
Neal Lathia
EducationTechnology
1 of 7
Evaluating Collaborative Filtering Over Time Neal Lathia Stephen Hailes, Licia Capra UCL - June 14, 2010
Broad Scenario ,[object Object]
Personalisation: using data to meet different individual's goals (decision support) ,[object Object],[object Object]
Studied in various contexts: data mining, HCI, stats, psychology, social nets, ...
Specific Context ,[object Object]
System: updating itself ,[object Object]
Key Contributions ,[object Object]

Recommended

A Visual Exploration Workflow as Enabler for the Exploitation of Linked Open ...
A Visual Exploration Workflow as Enabler for the Exploitation of Linked Open ...A Visual Exploration Workflow as Enabler for the Exploitation of Linked Open ...
A Visual Exploration Workflow as Enabler for the Exploitation of Linked Open ...Laurens De Vocht
 
Analytical Tools Primer
Analytical Tools PrimerAnalytical Tools Primer
Analytical Tools PrimerEugene Matthews, Ph.D.
 
Data Modeling
Data ModelingData Modeling
Data ModelingTori Palmer
 
Zaffar+Ahmed+ +Collaborative+Filtering
Zaffar+Ahmed+ +Collaborative+FilteringZaffar+Ahmed+ +Collaborative+Filtering
Zaffar+Ahmed+ +Collaborative+FilteringZaffar Ahmed Shaikh
 
SIRTEL'08 Cross Repository Tag Usage
SIRTEL'08 Cross Repository Tag UsageSIRTEL'08 Cross Repository Tag Usage
SIRTEL'08 Cross Repository Tag UsageRiina Vuorikari
 
FAIRsharing and FAIRmetrics - RDA, March 2018
FAIRsharing and FAIRmetrics - RDA, March 2018FAIRsharing and FAIRmetrics - RDA, March 2018
FAIRsharing and FAIRmetrics - RDA, March 2018Susanna-Assunta Sansone
 
George
GeorgeGeorge
GeorgeXinhua Zhu
 
De- and Reassembling Data Infrastructures
De- and Reassembling Data InfrastructuresDe- and Reassembling Data Infrastructures
De- and Reassembling Data Infrastructurescgrltz
 

Recommended

A Visual Exploration Workflow as Enabler for the Exploitation of Linked Open ...
A Visual Exploration Workflow as Enabler for the Exploitation of Linked Open ...A Visual Exploration Workflow as Enabler for the Exploitation of Linked Open ...
A Visual Exploration Workflow as Enabler for the Exploitation of Linked Open ...Laurens De Vocht
 
Analytical Tools Primer
Analytical Tools PrimerAnalytical Tools Primer
Analytical Tools PrimerEugene Matthews, Ph.D.
 
Data Modeling
Data ModelingData Modeling
Data ModelingTori Palmer
 
Zaffar+Ahmed+ +Collaborative+Filtering
Zaffar+Ahmed+ +Collaborative+FilteringZaffar+Ahmed+ +Collaborative+Filtering
Zaffar+Ahmed+ +Collaborative+FilteringZaffar Ahmed Shaikh
 
SIRTEL'08 Cross Repository Tag Usage
SIRTEL'08 Cross Repository Tag UsageSIRTEL'08 Cross Repository Tag Usage
SIRTEL'08 Cross Repository Tag UsageRiina Vuorikari
 
FAIRsharing and FAIRmetrics - RDA, March 2018
FAIRsharing and FAIRmetrics - RDA, March 2018FAIRsharing and FAIRmetrics - RDA, March 2018
FAIRsharing and FAIRmetrics - RDA, March 2018Susanna-Assunta Sansone
 
George
GeorgeGeorge
GeorgeXinhua Zhu
 
De- and Reassembling Data Infrastructures
De- and Reassembling Data InfrastructuresDe- and Reassembling Data Infrastructures
De- and Reassembling Data Infrastructurescgrltz
 
Data Mining: Graph mining and social network analysis
Data Mining: Graph mining and social network analysisData Mining: Graph mining and social network analysis
Data Mining: Graph mining and social network analysisDataminingTools Inc
 
Dacena
DacenaDacena
Dacenamiss-lab
 
Contractor-Borner-SNA-SAC
Contractor-Borner-SNA-SACContractor-Borner-SNA-SAC
Contractor-Borner-SNA-SACwebuploader
 
Mdst 3559-01-25-data-journalism
Mdst 3559-01-25-data-journalismMdst 3559-01-25-data-journalism
Mdst 3559-01-25-data-journalismRafael Alvarado
 
The Missing Link: Giving Statistical Data Meaning
The Missing Link: Giving Statistical Data MeaningThe Missing Link: Giving Statistical Data Meaning
The Missing Link: Giving Statistical Data MeaningAeolai
 
Giovanni Maria Sacco
Giovanni Maria SaccoGiovanni Maria Sacco
Giovanni Maria Saccoguest66dc5f
 
NIH BD2K bioCADDIE DataMed: Data Discovery Index
NIH BD2K bioCADDIE DataMed: Data Discovery IndexNIH BD2K bioCADDIE DataMed: Data Discovery Index
NIH BD2K bioCADDIE DataMed: Data Discovery IndexSusanna-Assunta Sansone
 
Attention-Streams Recommendations
Attention-Streams RecommendationsAttention-Streams Recommendations
Attention-Streams RecommendationsGregoire Burel
 
#P2Pvalue at Share and inspire: Infoday on CAPS in Horizon 2020
#P2Pvalue at Share and inspire: Infoday on CAPS in Horizon 2020#P2Pvalue at Share and inspire: Infoday on CAPS in Horizon 2020
#P2Pvalue at Share and inspire: Infoday on CAPS in Horizon 2020P2Pvalue
 
RUNNING HEADER Analytics Ecosystem1Analytics Ecosystem4.docx
RUNNING HEADER Analytics Ecosystem1Analytics Ecosystem4.docxRUNNING HEADER Analytics Ecosystem1Analytics Ecosystem4.docx
RUNNING HEADER Analytics Ecosystem1Analytics Ecosystem4.docxanhlodge
 
DREaM Event 2: Louise Cooke
DREaM Event 2: Louise CookeDREaM Event 2: Louise Cooke
DREaM Event 2: Louise CookeLibrary and Information Science Research Coalition
 
A literature survey on recommendation
A literature survey on recommendationA literature survey on recommendation
A literature survey on recommendationaciijournal
 
A Literature Survey on Recommendation System Based on Sentimental Analysis
A Literature Survey on Recommendation System Based on Sentimental AnalysisA Literature Survey on Recommendation System Based on Sentimental Analysis
A Literature Survey on Recommendation System Based on Sentimental Analysisaciijournal
 
Privacy and Cryptographic Security Issues within Mobile Recommender Syste...
Privacy and Cryptographic Security Issues within Mobile Recommender Syste...Privacy and Cryptographic Security Issues within Mobile Recommender Syste...
Privacy and Cryptographic Security Issues within Mobile Recommender Syste...Jacob Mack
 
Doing Grounded Thoery
Doing Grounded ThoeryDoing Grounded Thoery
Doing Grounded ThoeryLeo Casey
 
A REVIEW PAPER ON BFO AND PSO BASED MOVIE RECOMMENDATION SYSTEM | J4RV4I1015
A REVIEW PAPER ON BFO AND PSO BASED MOVIE RECOMMENDATION SYSTEM | J4RV4I1015A REVIEW PAPER ON BFO AND PSO BASED MOVIE RECOMMENDATION SYSTEM | J4RV4I1015
A REVIEW PAPER ON BFO AND PSO BASED MOVIE RECOMMENDATION SYSTEM | J4RV4I1015Journal For Research
 
The application of data mining to recommender systems
The application of data mining to recommender systems The application of data mining to recommender systems
The application of data mining to recommender systems sunsine123
 
Supporting Rationale Awareness in Large-Scale Online Open Participative Activ...
Supporting Rationale Awareness in Large-Scale Online Open Participative Activ...Supporting Rationale Awareness in Large-Scale Online Open Participative Activ...
Supporting Rationale Awareness in Large-Scale Online Open Participative Activ...Lu Xiao
 
Poster Abstracts
Poster AbstractsPoster Abstracts
Poster Abstractsbutest
 
Recommenders, Topics, and Text
Recommenders, Topics, and TextRecommenders, Topics, and Text
Recommenders, Topics, and TextNBER
 
Analysis on Recommended System for Web Information Retrieval Using HMM
Analysis on Recommended System for Web Information Retrieval Using HMMAnalysis on Recommended System for Web Information Retrieval Using HMM
Analysis on Recommended System for Web Information Retrieval Using HMMIJERA Editor
 
Digital Trails Dave King 1 5 10 Part 2 D3
Digital Trails Dave King 1 5 10 Part 2 D3Digital Trails Dave King 1 5 10 Part 2 D3
Digital Trails Dave King 1 5 10 Part 2 D3Dave King
 

More Related Content

What's hot

Data Mining: Graph mining and social network analysis
Data Mining: Graph mining and social network analysisData Mining: Graph mining and social network analysis
Data Mining: Graph mining and social network analysisDataminingTools Inc
 
Contractor-Borner-SNA-SAC
Contractor-Borner-SNA-SACContractor-Borner-SNA-SAC
Contractor-Borner-SNA-SACwebuploader
 
Mdst 3559-01-25-data-journalism
Mdst 3559-01-25-data-journalismMdst 3559-01-25-data-journalism
Mdst 3559-01-25-data-journalismRafael Alvarado
 
The Missing Link: Giving Statistical Data Meaning
The Missing Link: Giving Statistical Data MeaningThe Missing Link: Giving Statistical Data Meaning
The Missing Link: Giving Statistical Data MeaningAeolai
 
Giovanni Maria Sacco
Giovanni Maria SaccoGiovanni Maria Sacco
Giovanni Maria Saccoguest66dc5f
 
NIH BD2K bioCADDIE DataMed: Data Discovery Index
NIH BD2K bioCADDIE DataMed: Data Discovery IndexNIH BD2K bioCADDIE DataMed: Data Discovery Index
NIH BD2K bioCADDIE DataMed: Data Discovery IndexSusanna-Assunta Sansone
 
Attention-Streams Recommendations
Attention-Streams RecommendationsAttention-Streams Recommendations
Attention-Streams RecommendationsGregoire Burel
 
#P2Pvalue at Share and inspire: Infoday on CAPS in Horizon 2020
#P2Pvalue at Share and inspire: Infoday on CAPS in Horizon 2020#P2Pvalue at Share and inspire: Infoday on CAPS in Horizon 2020
#P2Pvalue at Share and inspire: Infoday on CAPS in Horizon 2020P2Pvalue
 

What's hot (9)

Data Mining: Graph mining and social network analysis
Data Mining: Graph mining and social network analysisData Mining: Graph mining and social network analysis
Data Mining: Graph mining and social network analysis
 
Dacena
DacenaDacena
Dacena
 
Contractor-Borner-SNA-SAC
Contractor-Borner-SNA-SACContractor-Borner-SNA-SAC
Contractor-Borner-SNA-SAC
 
Mdst 3559-01-25-data-journalism
Mdst 3559-01-25-data-journalismMdst 3559-01-25-data-journalism
Mdst 3559-01-25-data-journalism
 
The Missing Link: Giving Statistical Data Meaning
The Missing Link: Giving Statistical Data MeaningThe Missing Link: Giving Statistical Data Meaning
The Missing Link: Giving Statistical Data Meaning
 
Giovanni Maria Sacco
Giovanni Maria SaccoGiovanni Maria Sacco
Giovanni Maria Sacco
 
NIH BD2K bioCADDIE DataMed: Data Discovery Index
NIH BD2K bioCADDIE DataMed: Data Discovery IndexNIH BD2K bioCADDIE DataMed: Data Discovery Index
NIH BD2K bioCADDIE DataMed: Data Discovery Index
 
Attention-Streams Recommendations
Attention-Streams RecommendationsAttention-Streams Recommendations
Attention-Streams Recommendations
 
#P2Pvalue at Share and inspire: Infoday on CAPS in Horizon 2020
#P2Pvalue at Share and inspire: Infoday on CAPS in Horizon 2020#P2Pvalue at Share and inspire: Infoday on CAPS in Horizon 2020
#P2Pvalue at Share and inspire: Infoday on CAPS in Horizon 2020
 

Similar to PhD Viva - Short Intro

RUNNING HEADER Analytics Ecosystem1Analytics Ecosystem4.docx
RUNNING HEADER Analytics Ecosystem1Analytics Ecosystem4.docxRUNNING HEADER Analytics Ecosystem1Analytics Ecosystem4.docx
RUNNING HEADER Analytics Ecosystem1Analytics Ecosystem4.docxanhlodge
 
A literature survey on recommendation
A literature survey on recommendationA literature survey on recommendation
A literature survey on recommendationaciijournal
 
A Literature Survey on Recommendation System Based on Sentimental Analysis
A Literature Survey on Recommendation System Based on Sentimental AnalysisA Literature Survey on Recommendation System Based on Sentimental Analysis
A Literature Survey on Recommendation System Based on Sentimental Analysisaciijournal
 
Privacy and Cryptographic Security Issues within Mobile Recommender Syste...
Privacy and Cryptographic Security Issues within Mobile Recommender Syste...Privacy and Cryptographic Security Issues within Mobile Recommender Syste...
Privacy and Cryptographic Security Issues within Mobile Recommender Syste...Jacob Mack
 
Doing Grounded Thoery
Doing Grounded ThoeryDoing Grounded Thoery
Doing Grounded ThoeryLeo Casey
 
A REVIEW PAPER ON BFO AND PSO BASED MOVIE RECOMMENDATION SYSTEM | J4RV4I1015
A REVIEW PAPER ON BFO AND PSO BASED MOVIE RECOMMENDATION SYSTEM | J4RV4I1015A REVIEW PAPER ON BFO AND PSO BASED MOVIE RECOMMENDATION SYSTEM | J4RV4I1015
A REVIEW PAPER ON BFO AND PSO BASED MOVIE RECOMMENDATION SYSTEM | J4RV4I1015Journal For Research
 
The application of data mining to recommender systems
The application of data mining to recommender systems The application of data mining to recommender systems
The application of data mining to recommender systems sunsine123
 
Supporting Rationale Awareness in Large-Scale Online Open Participative Activ...
Supporting Rationale Awareness in Large-Scale Online Open Participative Activ...Supporting Rationale Awareness in Large-Scale Online Open Participative Activ...
Supporting Rationale Awareness in Large-Scale Online Open Participative Activ...Lu Xiao
 
Poster Abstracts
Poster AbstractsPoster Abstracts
Poster Abstractsbutest
 
Recommenders, Topics, and Text
Recommenders, Topics, and TextRecommenders, Topics, and Text
Recommenders, Topics, and TextNBER
 
Analysis on Recommended System for Web Information Retrieval Using HMM
Analysis on Recommended System for Web Information Retrieval Using HMMAnalysis on Recommended System for Web Information Retrieval Using HMM
Analysis on Recommended System for Web Information Retrieval Using HMMIJERA Editor
 
Digital Trails Dave King 1 5 10 Part 2 D3
Digital Trails Dave King 1 5 10 Part 2 D3Digital Trails Dave King 1 5 10 Part 2 D3
Digital Trails Dave King 1 5 10 Part 2 D3Dave King
 
Identifying ghost users using social media metadata - University College London
Identifying ghost users using social media metadata - University College LondonIdentifying ghost users using social media metadata - University College London
Identifying ghost users using social media metadata - University College LondonGreg Kawere
 
Recommendation System Using Social Networking
Recommendation System Using Social Networking Recommendation System Using Social Networking
Recommendation System Using Social Networking ijcseit
 
CONTEXTUAL MODEL OF RECOMMENDING RESOURCES ON AN ACADEMIC NETWORKING PORTAL
CONTEXTUAL MODEL OF RECOMMENDING RESOURCES ON AN ACADEMIC NETWORKING PORTALCONTEXTUAL MODEL OF RECOMMENDING RESOURCES ON AN ACADEMIC NETWORKING PORTAL
CONTEXTUAL MODEL OF RECOMMENDING RESOURCES ON AN ACADEMIC NETWORKING PORTALcscpconf
 
Contextual model of recommending resources on an academic networking portal
Contextual model of recommending resources on an academic networking portalContextual model of recommending resources on an academic networking portal
Contextual model of recommending resources on an academic networking portalcsandit
 
2013 DataCite Summer Meeting - Update on Force 11 and the Amsterdam manifesto...
2013 DataCite Summer Meeting - Update on Force 11 and the Amsterdam manifesto...2013 DataCite Summer Meeting - Update on Force 11 and the Amsterdam manifesto...
2013 DataCite Summer Meeting - Update on Force 11 and the Amsterdam manifesto...datacite
 
FHCC: A SOFT HIERARCHICAL CLUSTERING APPROACH FOR COLLABORATIVE FILTERING REC...
FHCC: A SOFT HIERARCHICAL CLUSTERING APPROACH FOR COLLABORATIVE FILTERING REC...FHCC: A SOFT HIERARCHICAL CLUSTERING APPROACH FOR COLLABORATIVE FILTERING REC...
FHCC: A SOFT HIERARCHICAL CLUSTERING APPROACH FOR COLLABORATIVE FILTERING REC...IJDKP
 
Telefonica Lunch Seminar
Telefonica Lunch SeminarTelefonica Lunch Seminar
Telefonica Lunch SeminarNeal Lathia
 

Similar to PhD Viva - Short Intro (20)

RUNNING HEADER Analytics Ecosystem1Analytics Ecosystem4.docx
RUNNING HEADER Analytics Ecosystem1Analytics Ecosystem4.docxRUNNING HEADER Analytics Ecosystem1Analytics Ecosystem4.docx
RUNNING HEADER Analytics Ecosystem1Analytics Ecosystem4.docx
 
DREaM Event 2: Louise Cooke
DREaM Event 2: Louise CookeDREaM Event 2: Louise Cooke
DREaM Event 2: Louise Cooke
 
A literature survey on recommendation
A literature survey on recommendationA literature survey on recommendation
A literature survey on recommendation
 
A Literature Survey on Recommendation System Based on Sentimental Analysis
A Literature Survey on Recommendation System Based on Sentimental AnalysisA Literature Survey on Recommendation System Based on Sentimental Analysis
A Literature Survey on Recommendation System Based on Sentimental Analysis
 
Privacy and Cryptographic Security Issues within Mobile Recommender Syste...
Privacy and Cryptographic Security Issues within Mobile Recommender Syste...Privacy and Cryptographic Security Issues within Mobile Recommender Syste...
Privacy and Cryptographic Security Issues within Mobile Recommender Syste...
 
Doing Grounded Thoery
Doing Grounded ThoeryDoing Grounded Thoery
Doing Grounded Thoery
 
A REVIEW PAPER ON BFO AND PSO BASED MOVIE RECOMMENDATION SYSTEM | J4RV4I1015
A REVIEW PAPER ON BFO AND PSO BASED MOVIE RECOMMENDATION SYSTEM | J4RV4I1015A REVIEW PAPER ON BFO AND PSO BASED MOVIE RECOMMENDATION SYSTEM | J4RV4I1015
A REVIEW PAPER ON BFO AND PSO BASED MOVIE RECOMMENDATION SYSTEM | J4RV4I1015
 
The application of data mining to recommender systems
The application of data mining to recommender systems The application of data mining to recommender systems
The application of data mining to recommender systems
 
Supporting Rationale Awareness in Large-Scale Online Open Participative Activ...
Supporting Rationale Awareness in Large-Scale Online Open Participative Activ...Supporting Rationale Awareness in Large-Scale Online Open Participative Activ...
Supporting Rationale Awareness in Large-Scale Online Open Participative Activ...
 
Poster Abstracts
Poster AbstractsPoster Abstracts
Poster Abstracts
 
Recommenders, Topics, and Text
Recommenders, Topics, and TextRecommenders, Topics, and Text
Recommenders, Topics, and Text
 
Analysis on Recommended System for Web Information Retrieval Using HMM
Analysis on Recommended System for Web Information Retrieval Using HMMAnalysis on Recommended System for Web Information Retrieval Using HMM
Analysis on Recommended System for Web Information Retrieval Using HMM
 
Digital Trails Dave King 1 5 10 Part 2 D3
Digital Trails Dave King 1 5 10 Part 2 D3Digital Trails Dave King 1 5 10 Part 2 D3
Digital Trails Dave King 1 5 10 Part 2 D3
 
Identifying ghost users using social media metadata - University College London
Identifying ghost users using social media metadata - University College LondonIdentifying ghost users using social media metadata - University College London
Identifying ghost users using social media metadata - University College London
 
Recommendation System Using Social Networking
Recommendation System Using Social Networking Recommendation System Using Social Networking
Recommendation System Using Social Networking
 
CONTEXTUAL MODEL OF RECOMMENDING RESOURCES ON AN ACADEMIC NETWORKING PORTAL
CONTEXTUAL MODEL OF RECOMMENDING RESOURCES ON AN ACADEMIC NETWORKING PORTALCONTEXTUAL MODEL OF RECOMMENDING RESOURCES ON AN ACADEMIC NETWORKING PORTAL
CONTEXTUAL MODEL OF RECOMMENDING RESOURCES ON AN ACADEMIC NETWORKING PORTAL
 
Contextual model of recommending resources on an academic networking portal
Contextual model of recommending resources on an academic networking portalContextual model of recommending resources on an academic networking portal
Contextual model of recommending resources on an academic networking portal
 
2013 DataCite Summer Meeting - Update on Force 11 and the Amsterdam manifesto...
2013 DataCite Summer Meeting - Update on Force 11 and the Amsterdam manifesto...2013 DataCite Summer Meeting - Update on Force 11 and the Amsterdam manifesto...
2013 DataCite Summer Meeting - Update on Force 11 and the Amsterdam manifesto...
 
FHCC: A SOFT HIERARCHICAL CLUSTERING APPROACH FOR COLLABORATIVE FILTERING REC...
FHCC: A SOFT HIERARCHICAL CLUSTERING APPROACH FOR COLLABORATIVE FILTERING REC...FHCC: A SOFT HIERARCHICAL CLUSTERING APPROACH FOR COLLABORATIVE FILTERING REC...
FHCC: A SOFT HIERARCHICAL CLUSTERING APPROACH FOR COLLABORATIVE FILTERING REC...
 
Telefonica Lunch Seminar
Telefonica Lunch SeminarTelefonica Lunch Seminar
Telefonica Lunch Seminar
 

More from Neal Lathia

Everything around the NLP (London.AI Feb 2021)
Everything around the NLP (London.AI Feb 2021)Everything around the NLP (London.AI Feb 2021)
Everything around the NLP (London.AI Feb 2021)Neal Lathia
 
Using machine learning for customer service (Data Talks Club)
Using machine learning for customer service (Data Talks Club)Using machine learning for customer service (Data Talks Club)
Using machine learning for customer service (Data Talks Club)Neal Lathia
 
Using language models to supercharge Monzo’s customer support
Using language models to supercharge Monzo’s customer support Using language models to supercharge Monzo’s customer support
Using language models to supercharge Monzo’s customer supportNeal Lathia
 
Making Better Decisions Faster
Making Better Decisions FasterMaking Better Decisions Faster
Making Better Decisions FasterNeal Lathia
 
Machine Learning, Faster
Machine Learning, FasterMachine Learning, Faster
Machine Learning, FasterNeal Lathia
 
AI & Personalised Experiences
AI & Personalised ExperiencesAI & Personalised Experiences
AI & Personalised ExperiencesNeal Lathia
 
Opportunities & Challenges in Personalised Travel
Opportunities & Challenges in Personalised TravelOpportunities & Challenges in Personalised Travel
Opportunities & Challenges in Personalised TravelNeal Lathia
 
Bootstrapping a Destination Recommendation Engine
Bootstrapping a Destination Recommendation EngineBootstrapping a Destination Recommendation Engine
Bootstrapping a Destination Recommendation EngineNeal Lathia
 
Machine Learning for Product Managers
Machine Learning for Product ManagersMachine Learning for Product Managers
Machine Learning for Product ManagersNeal Lathia
 
Mining Smartphone Data (with Python)
Mining Smartphone Data (with Python)Mining Smartphone Data (with Python)
Mining Smartphone Data (with Python)Neal Lathia
 
Happier and Healthier with Smartphone Data
Happier and Healthier with Smartphone DataHappier and Healthier with Smartphone Data
Happier and Healthier with Smartphone DataNeal Lathia
 
Data Science in Digital Health
Data Science in Digital HealthData Science in Digital Health
Data Science in Digital HealthNeal Lathia
 
Using Smartphones to Measure (and Intervene in) Daily Life
Using Smartphones to Measure (and Intervene in) Daily LifeUsing Smartphones to Measure (and Intervene in) Daily Life
Using Smartphones to Measure (and Intervene in) Daily LifeNeal Lathia
 
Analysing Daily Behaviours with Large-Scale Smartphone Data
Analysing Daily Behaviours with Large-Scale Smartphone DataAnalysing Daily Behaviours with Large-Scale Smartphone Data
Analysing Daily Behaviours with Large-Scale Smartphone DataNeal Lathia
 
Cambridge Quantified Self Meetup
Cambridge Quantified Self MeetupCambridge Quantified Self Meetup
Cambridge Quantified Self MeetupNeal Lathia
 
Data Science in #mHealth
Data Science in #mHealthData Science in #mHealth
Data Science in #mHealthNeal Lathia
 
Tube Star: Crowd-Sourced Experiences on Public Transport
Tube Star: Crowd-Sourced Experiences on Public Transport Tube Star: Crowd-Sourced Experiences on Public Transport
Tube Star: Crowd-Sourced Experiences on Public Transport Neal Lathia
 
Emotion Sense: From Design to Deployment
Emotion Sense: From Design to DeploymentEmotion Sense: From Design to Deployment
Emotion Sense: From Design to DeploymentNeal Lathia
 
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...Opportunities and Challenges of Using Smartphones for Health Monitoring and I...
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...Neal Lathia
 
Using Smartphones to Research Daily Life
Using Smartphones to Research Daily LifeUsing Smartphones to Research Daily Life
Using Smartphones to Research Daily LifeNeal Lathia
 

More from Neal Lathia (20)

Everything around the NLP (London.AI Feb 2021)
Everything around the NLP (London.AI Feb 2021)Everything around the NLP (London.AI Feb 2021)
Everything around the NLP (London.AI Feb 2021)
 
Using machine learning for customer service (Data Talks Club)
Using machine learning for customer service (Data Talks Club)Using machine learning for customer service (Data Talks Club)
Using machine learning for customer service (Data Talks Club)
 
Using language models to supercharge Monzo’s customer support
Using language models to supercharge Monzo’s customer support Using language models to supercharge Monzo’s customer support
Using language models to supercharge Monzo’s customer support
 
Making Better Decisions Faster
Making Better Decisions FasterMaking Better Decisions Faster
Making Better Decisions Faster
 
Machine Learning, Faster
Machine Learning, FasterMachine Learning, Faster
Machine Learning, Faster
 
AI & Personalised Experiences
AI & Personalised ExperiencesAI & Personalised Experiences
AI & Personalised Experiences
 
Opportunities & Challenges in Personalised Travel
Opportunities & Challenges in Personalised TravelOpportunities & Challenges in Personalised Travel
Opportunities & Challenges in Personalised Travel
 
Bootstrapping a Destination Recommendation Engine
Bootstrapping a Destination Recommendation EngineBootstrapping a Destination Recommendation Engine
Bootstrapping a Destination Recommendation Engine
 
Machine Learning for Product Managers
Machine Learning for Product ManagersMachine Learning for Product Managers
Machine Learning for Product Managers
 
Mining Smartphone Data (with Python)
Mining Smartphone Data (with Python)Mining Smartphone Data (with Python)
Mining Smartphone Data (with Python)
 
Happier and Healthier with Smartphone Data
Happier and Healthier with Smartphone DataHappier and Healthier with Smartphone Data
Happier and Healthier with Smartphone Data
 
Data Science in Digital Health
Data Science in Digital HealthData Science in Digital Health
Data Science in Digital Health
 
Using Smartphones to Measure (and Intervene in) Daily Life
Using Smartphones to Measure (and Intervene in) Daily LifeUsing Smartphones to Measure (and Intervene in) Daily Life
Using Smartphones to Measure (and Intervene in) Daily Life
 
Analysing Daily Behaviours with Large-Scale Smartphone Data
Analysing Daily Behaviours with Large-Scale Smartphone DataAnalysing Daily Behaviours with Large-Scale Smartphone Data
Analysing Daily Behaviours with Large-Scale Smartphone Data
 
Cambridge Quantified Self Meetup
Cambridge Quantified Self MeetupCambridge Quantified Self Meetup
Cambridge Quantified Self Meetup
 
Data Science in #mHealth
Data Science in #mHealthData Science in #mHealth
Data Science in #mHealth
 
Tube Star: Crowd-Sourced Experiences on Public Transport
Tube Star: Crowd-Sourced Experiences on Public Transport Tube Star: Crowd-Sourced Experiences on Public Transport
Tube Star: Crowd-Sourced Experiences on Public Transport
 
Emotion Sense: From Design to Deployment
Emotion Sense: From Design to DeploymentEmotion Sense: From Design to Deployment
Emotion Sense: From Design to Deployment
 
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...Opportunities and Challenges of Using Smartphones for Health Monitoring and I...
Opportunities and Challenges of Using Smartphones for Health Monitoring and I...
 
Using Smartphones to Research Daily Life
Using Smartphones to Research Daily LifeUsing Smartphones to Research Daily Life
Using Smartphones to Research Daily Life
 

Recently uploaded

CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...EduSkills OECD
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...Marc Dusseiller Dusjagr
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
PSYCHIATRIC History collection FORMAT.pptx
PSYCHIATRIC History collection FORMAT.pptxPSYCHIATRIC History collection FORMAT.pptx
PSYCHIATRIC History collection FORMAT.pptxPoojaSen20
 
Micromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersMicromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersChitralekhaTherkar
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesFatimaKhan178732
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdfssuser54595a
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon AUnboundStockton
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Educationpboyjonauth
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxSayali Powar
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 

Recently uploaded (20)

Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
PSYCHIATRIC History collection FORMAT.pptx
PSYCHIATRIC History collection FORMAT.pptxPSYCHIATRIC History collection FORMAT.pptx
PSYCHIATRIC History collection FORMAT.pptx
 
Micromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersMicromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of Powders
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and Actinides
 
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon A
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Education
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
 
Staff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSDStaff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSD
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 

PhD Viva - Short Intro

  • 1. Evaluating Collaborative Filtering Over Time Neal Lathia Stephen Hailes, Licia Capra UCL - June 14, 2010
  • 2.
  • 3.
  • 4. Studied in various contexts: data mining, HCI, stats, psychology, social nets, ...
  • 5.
  • 6.
  • 7.
  • 8.
  • 9. How to secure the system from attackers?
  • 10.
  • 11.
  • 12. N. Lathia, S. Hailes, and L. Capra. Evaluating Collaborative Filtering Over Time. ACM SIGIR Workshop on the Future of IR Evaluation., July 2009. Boston, Massachusetts.
  • 13. N. Lathia, S. Hailes, and L. Capra. Temporal Collaborative Filtering With Adaptive Neighbourhoods. ACM SIGIR 2009., July 2009. Boston, Massachusetts.
  • 14. N. Lathia, S. Hailes, and L. Capra. kNN CF: A Temporal Social Network. ACM Recommender Systems (RecSys '08), October 2008. Lausanne, Switzerland.
  • 15. Computing Recommendations With Collaborative Filtering. Chapter 2 in "Collaborative and Social Information Retrieval and Access: Techniques for Improved User Modeling., July 2008.
  • 16. N. Lathia, S. Hailes, and L. Capra. The Effect of Correlation Coefficients on Communities of Recommenders. 23rd Annual ACM Symposium on Applied Computing: Trust, Recommendations, Evidence and other Collaboration Know-how (TRECK Track)., March 2008. Fortaleza, Brazil.
  • 17. N. Lathia, S. Hailes, and L. Capra. Trust-Based Collaborative Filtering. Joint iTrust and PST Conferences on Privacy, Trust Management and Security (IFIPTM)., June 2008. Trondheim, Norway.
  • 18. N. Lathia. Learning to Trust on the Move. International Workshop on Trust in Mobile Environments (TIME 08)., June 2008. Trondheim, Norway.
  • 19.