SlideShare a Scribd company logo

Data mining on Social Media

•Download as POT, PDF•
•
home
home

Concept of graph and text based mining on social media

Engineering
1 of 10
Why we need data mining in social media  People share more data  Products are more customized  More users produce more data  Market research  Product development and design
Graph mining  Graphs appear in all form of information  In this approach communities corresponding to the same, are clustered together  These clustered data tend to have more similarities
Graph mining usage  It is used by google to group links on a result page based on meta data  Graph mining also sorts the results based on the hit count of a link.  Each time an user clicks a links, the corresponding page rank is incremented  The links with top counts are grouped together
Graph mining on facebook  Searching people: Friends of friends who are single in Pollachi, here the people with the higher mutual friends are grouped and sorted accordingly  Searching places: Restaurants in Chennai liked by friends  Searching interests: Movie most of my friend likes  Adds are tailored for user
Text mining  Text mining is an emerging technology that attempts to extract meaningful information from unstructured textual data.  Social networks contain a lot of texts and posts made daily
Usage of text mining  Automatic processing of emails:  Texts are classified automatically  Junk mails are separated  We could potentially extract a complete information from a website automatically
Text mining methods  Cluster analysis:  Automatic or semi automatic analysis of large data and extract previously unknown patterns  Anomaly detection:  It is the search of items or events that do not fit the expected pattern
Conclusion  Valuable information is hidden in vast amount of social media  Presenting suitable opportunities on extracting data form social media, we could learn a lot  A great example for knowledge extraction on social media is that, Twitter found that BJP is gonna win the election before the voting day itself

Recommended

Social media mining PPT
Social media mining PPTSocial media mining PPT
Social media mining PPTChhavi Mathur
 
Social Data Mining
Social Data MiningSocial Data Mining
Social Data MiningMahesh Meniya
 
Social Media Mining and Analytics
Social Media Mining and AnalyticsSocial Media Mining and Analytics
Social Media Mining and AnalyticsWeb Science Research Group at Institute of Business Administration, Karachi, Pakistan
 
Data mining in social network
Data mining in social networkData mining in social network
Data mining in social networkakash_mishra
 
Data mining for social media
Data mining for social mediaData mining for social media
Data mining for social mediarangesharp
 
Social Media Mining: An Introduction
Social Media Mining: An IntroductionSocial Media Mining: An Introduction
Social Media Mining: An IntroductionAli Abbasi
 
Web mining
Web miningWeb mining
Web miningTanjarul Islam Mishu
 
Social Media Analytics
Social Media Analytics Social Media Analytics
Social Media Analytics Jaganadh Gopinadhan
 

Recommended

Social media mining PPT
Social media mining PPTSocial media mining PPT
Social media mining PPTChhavi Mathur
 
Social Data Mining
Social Data MiningSocial Data Mining
Social Data MiningMahesh Meniya
 
Social Media Mining and Analytics
Social Media Mining and AnalyticsSocial Media Mining and Analytics
Social Media Mining and AnalyticsWeb Science Research Group at Institute of Business Administration, Karachi, Pakistan
 
Data mining in social network
Data mining in social networkData mining in social network
Data mining in social networkakash_mishra
 
Data mining for social media
Data mining for social mediaData mining for social media
Data mining for social mediarangesharp
 
Social Media Mining: An Introduction
Social Media Mining: An IntroductionSocial Media Mining: An Introduction
Social Media Mining: An IntroductionAli Abbasi
 
Web mining
Web miningWeb mining
Web miningTanjarul Islam Mishu
 
Social Media Analytics
Social Media Analytics Social Media Analytics
Social Media Analytics Jaganadh Gopinadhan
 
Social Media Mining - Chapter 9 (Recommendation in Social Media)
Social Media Mining - Chapter 9 (Recommendation in Social Media)Social Media Mining - Chapter 9 (Recommendation in Social Media)
Social Media Mining - Chapter 9 (Recommendation in Social Media)SocialMediaMining
 
The Art of Social Media Listening
The Art of Social Media ListeningThe Art of Social Media Listening
The Art of Social Media ListeningSusan Chesley Fant
 
Social Media Mining - Chapter 4 (Network Models)
Social Media Mining - Chapter 4 (Network Models)Social Media Mining - Chapter 4 (Network Models)
Social Media Mining - Chapter 4 (Network Models)SocialMediaMining
 
Social Media Mining - Chapter 10 (Behavior Analytics)
Social Media Mining - Chapter 10 (Behavior Analytics)Social Media Mining - Chapter 10 (Behavior Analytics)
Social Media Mining - Chapter 10 (Behavior Analytics)SocialMediaMining
 
Social network analysis & Big Data - Telecommunications and more
Social network analysis & Big Data - Telecommunications and moreSocial network analysis & Big Data - Telecommunications and more
Social network analysis & Big Data - Telecommunications and moreWael Elrifai
 
Social Media Analytics
Social Media AnalyticsSocial Media Analytics
Social Media AnalyticsKelli Burns
 
Social Network Analysis
Social Network AnalysisSocial Network Analysis
Social Network AnalysisSujoy Bag
 
NE7012- SOCIAL NETWORK ANALYSIS
NE7012- SOCIAL NETWORK ANALYSISNE7012- SOCIAL NETWORK ANALYSIS
NE7012- SOCIAL NETWORK ANALYSISrathnaarul
 
Social media data analytics
Social media data analyticsSocial media data analytics
Social media data analyticsAujaswiAgarwal1
 
Social Media Mining - Chapter 6 (Community Analysis)
Social Media Mining - Chapter 6 (Community Analysis)Social Media Mining - Chapter 6 (Community Analysis)
Social Media Mining - Chapter 6 (Community Analysis)SocialMediaMining
 
Web content mining
Web content miningWeb content mining
Web content miningAkanksha Dombe
 
Big Data Analytics : A Social Network Approach
Big Data Analytics : A Social Network ApproachBig Data Analytics : A Social Network Approach
Big Data Analytics : A Social Network ApproachAndry Alamsyah
 
Social Media Analytics Lecture
Social Media Analytics LectureSocial Media Analytics Lecture
Social Media Analytics LectureDr Wasim Ahmed
 
NE7012- SOCIAL NETWORK ANALYSIS
NE7012- SOCIAL NETWORK ANALYSISNE7012- SOCIAL NETWORK ANALYSIS
NE7012- SOCIAL NETWORK ANALYSISrathnaarul
 
FouAnalytics DIY site media analytics fraud detection baked in
FouAnalytics DIY site media analytics fraud detection baked inFouAnalytics DIY site media analytics fraud detection baked in
FouAnalytics DIY site media analytics fraud detection baked inDr. Augustine Fou - Independent Ad Fraud Researcher
 
Social Media Mining - Chapter 7 (Information Diffusion)
Social Media Mining - Chapter 7 (Information Diffusion)Social Media Mining - Chapter 7 (Information Diffusion)
Social Media Mining - Chapter 7 (Information Diffusion)SocialMediaMining
 
Latent Semantic Indexing and Analysis
Latent Semantic Indexing and AnalysisLatent Semantic Indexing and Analysis
Latent Semantic Indexing and AnalysisMercy Livingstone
 
Social Media Analytics
Social Media AnalyticsSocial Media Analytics
Social Media AnalyticsSukumar Perneti
 
Information visualization - introduction
Information visualization - introductionInformation visualization - introduction
Information visualization - introductionKatrien Verbert
 
Web mining
Web mining Web mining
Web mining TeklayBirhane
 
Data Mining: The Top 3 Things You Need to Know to Achieve Business Improvemen...
Data Mining: The Top 3 Things You Need to Know to Achieve Business Improvemen...Data Mining: The Top 3 Things You Need to Know to Achieve Business Improvemen...
Data Mining: The Top 3 Things You Need to Know to Achieve Business Improvemen...Dr. Cedric Alford
 
2014-04-09, Data mining demo for astronomy researchers
2014-04-09, Data mining demo for astronomy researchers2014-04-09, Data mining demo for astronomy researchers
2014-04-09, Data mining demo for astronomy researchersSamuel Harrold
 

More Related Content

What's hot

Social Media Mining - Chapter 9 (Recommendation in Social Media)
Social Media Mining - Chapter 9 (Recommendation in Social Media)Social Media Mining - Chapter 9 (Recommendation in Social Media)
Social Media Mining - Chapter 9 (Recommendation in Social Media)SocialMediaMining
 
The Art of Social Media Listening
The Art of Social Media ListeningThe Art of Social Media Listening
The Art of Social Media ListeningSusan Chesley Fant
 
Social Media Mining - Chapter 4 (Network Models)
Social Media Mining - Chapter 4 (Network Models)Social Media Mining - Chapter 4 (Network Models)
Social Media Mining - Chapter 4 (Network Models)SocialMediaMining
 
Social Media Mining - Chapter 10 (Behavior Analytics)
Social Media Mining - Chapter 10 (Behavior Analytics)Social Media Mining - Chapter 10 (Behavior Analytics)
Social Media Mining - Chapter 10 (Behavior Analytics)SocialMediaMining
 
Social network analysis & Big Data - Telecommunications and more
Social network analysis & Big Data - Telecommunications and moreSocial network analysis & Big Data - Telecommunications and more
Social network analysis & Big Data - Telecommunications and moreWael Elrifai
 
Social Media Analytics
Social Media AnalyticsSocial Media Analytics
Social Media AnalyticsKelli Burns
 
Social Network Analysis
Social Network AnalysisSocial Network Analysis
Social Network AnalysisSujoy Bag
 
NE7012- SOCIAL NETWORK ANALYSIS
NE7012- SOCIAL NETWORK ANALYSISNE7012- SOCIAL NETWORK ANALYSIS
NE7012- SOCIAL NETWORK ANALYSISrathnaarul
 
Social media data analytics
Social media data analyticsSocial media data analytics
Social media data analyticsAujaswiAgarwal1
 
Social Media Mining - Chapter 6 (Community Analysis)
Social Media Mining - Chapter 6 (Community Analysis)Social Media Mining - Chapter 6 (Community Analysis)
Social Media Mining - Chapter 6 (Community Analysis)SocialMediaMining
 
Big Data Analytics : A Social Network Approach
Big Data Analytics : A Social Network ApproachBig Data Analytics : A Social Network Approach
Big Data Analytics : A Social Network ApproachAndry Alamsyah
 
Social Media Analytics Lecture
Social Media Analytics LectureSocial Media Analytics Lecture
Social Media Analytics LectureDr Wasim Ahmed
 
NE7012- SOCIAL NETWORK ANALYSIS
NE7012- SOCIAL NETWORK ANALYSISNE7012- SOCIAL NETWORK ANALYSIS
NE7012- SOCIAL NETWORK ANALYSISrathnaarul
 
Social Media Mining - Chapter 7 (Information Diffusion)
Social Media Mining - Chapter 7 (Information Diffusion)Social Media Mining - Chapter 7 (Information Diffusion)
Social Media Mining - Chapter 7 (Information Diffusion)SocialMediaMining
 
Latent Semantic Indexing and Analysis
Latent Semantic Indexing and AnalysisLatent Semantic Indexing and Analysis
Latent Semantic Indexing and AnalysisMercy Livingstone
 
Information visualization - introduction
Information visualization - introductionInformation visualization - introduction
Information visualization - introductionKatrien Verbert
 

What's hot (20)

Social Media Mining - Chapter 9 (Recommendation in Social Media)
Social Media Mining - Chapter 9 (Recommendation in Social Media)Social Media Mining - Chapter 9 (Recommendation in Social Media)
Social Media Mining - Chapter 9 (Recommendation in Social Media)
 
The Art of Social Media Listening
The Art of Social Media ListeningThe Art of Social Media Listening
The Art of Social Media Listening
 
Social Media Mining - Chapter 4 (Network Models)
Social Media Mining - Chapter 4 (Network Models)Social Media Mining - Chapter 4 (Network Models)
Social Media Mining - Chapter 4 (Network Models)
 
Social Media Mining - Chapter 10 (Behavior Analytics)
Social Media Mining - Chapter 10 (Behavior Analytics)Social Media Mining - Chapter 10 (Behavior Analytics)
Social Media Mining - Chapter 10 (Behavior Analytics)
 
Social network analysis & Big Data - Telecommunications and more
Social network analysis & Big Data - Telecommunications and moreSocial network analysis & Big Data - Telecommunications and more
Social network analysis & Big Data - Telecommunications and more
 
Social Media Analytics
Social Media AnalyticsSocial Media Analytics
Social Media Analytics
 
Social Network Analysis
Social Network AnalysisSocial Network Analysis
Social Network Analysis
 
NE7012- SOCIAL NETWORK ANALYSIS
NE7012- SOCIAL NETWORK ANALYSISNE7012- SOCIAL NETWORK ANALYSIS
NE7012- SOCIAL NETWORK ANALYSIS
 
Social media data analytics
Social media data analyticsSocial media data analytics
Social media data analytics
 
Social Media Mining - Chapter 6 (Community Analysis)
Social Media Mining - Chapter 6 (Community Analysis)Social Media Mining - Chapter 6 (Community Analysis)
Social Media Mining - Chapter 6 (Community Analysis)
 
Web content mining
Web content miningWeb content mining
Web content mining
 
Big Data Analytics : A Social Network Approach
Big Data Analytics : A Social Network ApproachBig Data Analytics : A Social Network Approach
Big Data Analytics : A Social Network Approach
 
Social Media Analytics Lecture
Social Media Analytics LectureSocial Media Analytics Lecture
Social Media Analytics Lecture
 
NE7012- SOCIAL NETWORK ANALYSIS
NE7012- SOCIAL NETWORK ANALYSISNE7012- SOCIAL NETWORK ANALYSIS
NE7012- SOCIAL NETWORK ANALYSIS
 
FouAnalytics DIY site media analytics fraud detection baked in
FouAnalytics DIY site media analytics fraud detection baked inFouAnalytics DIY site media analytics fraud detection baked in
FouAnalytics DIY site media analytics fraud detection baked in
 
Social Media Mining - Chapter 7 (Information Diffusion)
Social Media Mining - Chapter 7 (Information Diffusion)Social Media Mining - Chapter 7 (Information Diffusion)
Social Media Mining - Chapter 7 (Information Diffusion)
 
Latent Semantic Indexing and Analysis
Latent Semantic Indexing and AnalysisLatent Semantic Indexing and Analysis
Latent Semantic Indexing and Analysis
 
Social Media Analytics
Social Media AnalyticsSocial Media Analytics
Social Media Analytics
 
Information visualization - introduction
Information visualization - introductionInformation visualization - introduction
Information visualization - introduction
 
Web mining
Web mining Web mining
Web mining
 

Viewers also liked

Data Mining: The Top 3 Things You Need to Know to Achieve Business Improvemen...
Data Mining: The Top 3 Things You Need to Know to Achieve Business Improvemen...Data Mining: The Top 3 Things You Need to Know to Achieve Business Improvemen...
Data Mining: The Top 3 Things You Need to Know to Achieve Business Improvemen...Dr. Cedric Alford
 
2014-04-09, Data mining demo for astronomy researchers
2014-04-09, Data mining demo for astronomy researchers2014-04-09, Data mining demo for astronomy researchers
2014-04-09, Data mining demo for astronomy researchersSamuel Harrold
 
Data Mining for Revenue
Data Mining for RevenueData Mining for Revenue
Data Mining for RevenueJon Quinton
 
2017: Technology Forecast by Hammerkopf
2017: Technology Forecast by Hammerkopf 2017: Technology Forecast by Hammerkopf
2017: Technology Forecast by Hammerkopf Namagiri Anand
 
Representing and Reasoning with Modular Ontologies (2007)
Representing and Reasoning with Modular Ontologies (2007)Representing and Reasoning with Modular Ontologies (2007)
Representing and Reasoning with Modular Ontologies (2007)Jie Bao
 
Social Media Text Analytics: Mining Value From Predictive Insights
Social Media Text Analytics: Mining Value From Predictive InsightsSocial Media Text Analytics: Mining Value From Predictive Insights
Social Media Text Analytics: Mining Value From Predictive InsightsJohn Blossom
 
Dialogue-Earth:-Mining-Social-Media
Dialogue-Earth:-Mining-Social-MediaDialogue-Earth:-Mining-Social-Media
Dialogue-Earth:-Mining-Social-MediaTom Masterman
 
Detecting insults in social media conversations
Detecting insults in social media conversationsDetecting insults in social media conversations
Detecting insults in social media conversationsraj
 
Social Media Data Mining
Social Media Data MiningSocial Media Data Mining
Social Media Data MiningTeresa Rothaar
 
The Creative Animal Goes Online (Part B)
The Creative Animal Goes Online (Part B)The Creative Animal Goes Online (Part B)
The Creative Animal Goes Online (Part B)Mitch Goodwin
 
Technology Forecasting Methods
Technology Forecasting MethodsTechnology Forecasting Methods
Technology Forecasting MethodsAsmaa Ibrahim
 
Text analytics in social media
Text analytics in social mediaText analytics in social media
Text analytics in social mediaJeremiah Fadugba
 
Technology Management and Strategy [Part I]
Technology Management and Strategy [Part I]Technology Management and Strategy [Part I]
Technology Management and Strategy [Part I]Thanakrit Lersmethasakul
 
Introduction to Technological Forecasting
Introduction to Technological ForecastingIntroduction to Technological Forecasting
Introduction to Technological ForecastingHarinadh Karimikonda
 
Text mining of Social Network Data for Business Intelligence - iLabs camp
Text mining of Social Network Data for Business Intelligence - iLabs campText mining of Social Network Data for Business Intelligence - iLabs camp
Text mining of Social Network Data for Business Intelligence - iLabs campAnkit Sharma
 
Web UI, Algorithms, and Feature Engineering
Web UI, Algorithms, and Feature Engineering Web UI, Algorithms, and Feature Engineering
Web UI, Algorithms, and Feature Engineering BigML, Inc
 
Technology+forecasting
Technology+forecastingTechnology+forecasting
Technology+forecastingshitalbharti20
 
Methods or Techniques of Technology Forecasting
Methods or Techniques of Technology ForecastingMethods or Techniques of Technology Forecasting
Methods or Techniques of Technology ForecastingHarinadh Karimikonda
 
Opinion mining for social media
Opinion mining for social mediaOpinion mining for social media
Opinion mining for social mediaDiana Maynard
 

Viewers also liked (20)

Data Mining: The Top 3 Things You Need to Know to Achieve Business Improvemen...
Data Mining: The Top 3 Things You Need to Know to Achieve Business Improvemen...Data Mining: The Top 3 Things You Need to Know to Achieve Business Improvemen...
Data Mining: The Top 3 Things You Need to Know to Achieve Business Improvemen...
 
2014-04-09, Data mining demo for astronomy researchers
2014-04-09, Data mining demo for astronomy researchers2014-04-09, Data mining demo for astronomy researchers
2014-04-09, Data mining demo for astronomy researchers
 
Data Mining for Revenue
Data Mining for RevenueData Mining for Revenue
Data Mining for Revenue
 
2017: Technology Forecast by Hammerkopf
2017: Technology Forecast by Hammerkopf 2017: Technology Forecast by Hammerkopf
2017: Technology Forecast by Hammerkopf
 
Representing and Reasoning with Modular Ontologies (2007)
Representing and Reasoning with Modular Ontologies (2007)Representing and Reasoning with Modular Ontologies (2007)
Representing and Reasoning with Modular Ontologies (2007)
 
Social Media Text Analytics: Mining Value From Predictive Insights
Social Media Text Analytics: Mining Value From Predictive InsightsSocial Media Text Analytics: Mining Value From Predictive Insights
Social Media Text Analytics: Mining Value From Predictive Insights
 
Dialogue-Earth:-Mining-Social-Media
Dialogue-Earth:-Mining-Social-MediaDialogue-Earth:-Mining-Social-Media
Dialogue-Earth:-Mining-Social-Media
 
Detecting insults in social media conversations
Detecting insults in social media conversationsDetecting insults in social media conversations
Detecting insults in social media conversations
 
Social Media Data Mining
Social Media Data MiningSocial Media Data Mining
Social Media Data Mining
 
The Creative Animal Goes Online (Part B)
The Creative Animal Goes Online (Part B)The Creative Animal Goes Online (Part B)
The Creative Animal Goes Online (Part B)
 
Technology Forecasting Methods
Technology Forecasting MethodsTechnology Forecasting Methods
Technology Forecasting Methods
 
Text analytics in social media
Text analytics in social mediaText analytics in social media
Text analytics in social media
 
Technology Management and Strategy [Part I]
Technology Management and Strategy [Part I]Technology Management and Strategy [Part I]
Technology Management and Strategy [Part I]
 
Introduction to Technological Forecasting
Introduction to Technological ForecastingIntroduction to Technological Forecasting
Introduction to Technological Forecasting
 
Social Media Mining and Retrieval
Social Media Mining and RetrievalSocial Media Mining and Retrieval
Social Media Mining and Retrieval
 
Text mining of Social Network Data for Business Intelligence - iLabs camp
Text mining of Social Network Data for Business Intelligence - iLabs campText mining of Social Network Data for Business Intelligence - iLabs camp
Text mining of Social Network Data for Business Intelligence - iLabs camp
 
Web UI, Algorithms, and Feature Engineering
Web UI, Algorithms, and Feature Engineering Web UI, Algorithms, and Feature Engineering
Web UI, Algorithms, and Feature Engineering
 
Technology+forecasting
Technology+forecastingTechnology+forecasting
Technology+forecasting
 
Methods or Techniques of Technology Forecasting
Methods or Techniques of Technology ForecastingMethods or Techniques of Technology Forecasting
Methods or Techniques of Technology Forecasting
 
Opinion mining for social media
Opinion mining for social mediaOpinion mining for social media
Opinion mining for social media
 

Similar to Data mining on Social Media

Social search
Social searchSocial search
Social searchManu K M
 
Knowledge discovery in social media mining for market analysis
Knowledge discovery in social media mining for market analysisKnowledge discovery in social media mining for market analysis
Knowledge discovery in social media mining for market analysisSenuri Wijenayake
 
Recommendation System Using Social Networking
Recommendation System Using Social Networking Recommendation System Using Social Networking
Recommendation System Using Social Networking ijcseit
 
Jill Freyne - Collecting community wisdom: integrating social search and soci...
Jill Freyne - Collecting community wisdom: integrating social search and soci...Jill Freyne - Collecting community wisdom: integrating social search and soci...
Jill Freyne - Collecting community wisdom: integrating social search and soci...DERIGalway
 
Enhanced Web Usage Mining Using Fuzzy Clustering and Collaborative Filtering ...
Enhanced Web Usage Mining Using Fuzzy Clustering and Collaborative Filtering ...Enhanced Web Usage Mining Using Fuzzy Clustering and Collaborative Filtering ...
Enhanced Web Usage Mining Using Fuzzy Clustering and Collaborative Filtering ...inventionjournals
 
Multi-Mode Conceptual Clustering Algorithm Based Social Group Identification ...
Multi-Mode Conceptual Clustering Algorithm Based Social Group Identification ...Multi-Mode Conceptual Clustering Algorithm Based Social Group Identification ...
Multi-Mode Conceptual Clustering Algorithm Based Social Group Identification ...inventionjournals
 
Smashing SIlos: UX is the New SEO
Smashing SIlos: UX is the New SEOSmashing SIlos: UX is the New SEO
Smashing SIlos: UX is the New SEOBrightEdge
 
What IA, UX and SEO Can Learn from Each Other
What IA, UX and SEO Can Learn from Each OtherWhat IA, UX and SEO Can Learn from Each Other
What IA, UX and SEO Can Learn from Each OtherIan Lurie
 
Computing Social Score of Web Artifacts - IRE Major Project Spring 2015
Computing Social Score of Web Artifacts - IRE Major Project Spring 2015Computing Social Score of Web Artifacts - IRE Major Project Spring 2015
Computing Social Score of Web Artifacts - IRE Major Project Spring 2015Amar Budhiraja
 
How To Prepare For The Future Of Search
How To Prepare For The Future Of SearchHow To Prepare For The Future Of Search
How To Prepare For The Future Of SearchCharlene Li
 
Image Tagging With Social Assistance
Image Tagging With Social AssistanceImage Tagging With Social Assistance
Image Tagging With Social Assistanceijtsrd
 
SCA2013 Presentation: A Web-Based Content Analysis Tool
SCA2013 Presentation: A Web-Based Content Analysis ToolSCA2013 Presentation: A Web-Based Content Analysis Tool
SCA2013 Presentation: A Web-Based Content Analysis ToolXin Chen
 
76201960
7620196076201960
76201960IJRAT
 
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
 
Sweeny Seo30 Web20 Final
Sweeny Seo30 Web20 FinalSweeny Seo30 Web20 Final
Sweeny Seo30 Web20 FinalMarianne Sweeny
 
Information Seeking with Social Signals: Anatomy of a Social Tag-based Explor...
Information Seeking with Social Signals: Anatomy of a Social Tag-based Explor...Information Seeking with Social Signals: Anatomy of a Social Tag-based Explor...
Information Seeking with Social Signals: Anatomy of a Social Tag-based Explor...Ed Chi
 

Similar to Data mining on Social Media (20)

Social search
Social searchSocial search
Social search
 
Knowledge discovery in social media mining for market analysis
Knowledge discovery in social media mining for market analysisKnowledge discovery in social media mining for market analysis
Knowledge discovery in social media mining for market analysis
 
Recommendation System Using Social Networking
Recommendation System Using Social Networking Recommendation System Using Social Networking
Recommendation System Using Social Networking
 
Searching Social Media
Searching Social MediaSearching Social Media
Searching Social Media
 
Jill Freyne - Collecting community wisdom: integrating social search and soci...
Jill Freyne - Collecting community wisdom: integrating social search and soci...Jill Freyne - Collecting community wisdom: integrating social search and soci...
Jill Freyne - Collecting community wisdom: integrating social search and soci...
 
Enhanced Web Usage Mining Using Fuzzy Clustering and Collaborative Filtering ...
Enhanced Web Usage Mining Using Fuzzy Clustering and Collaborative Filtering ...Enhanced Web Usage Mining Using Fuzzy Clustering and Collaborative Filtering ...
Enhanced Web Usage Mining Using Fuzzy Clustering and Collaborative Filtering ...
 
Multi-Mode Conceptual Clustering Algorithm Based Social Group Identification ...
Multi-Mode Conceptual Clustering Algorithm Based Social Group Identification ...Multi-Mode Conceptual Clustering Algorithm Based Social Group Identification ...
Multi-Mode Conceptual Clustering Algorithm Based Social Group Identification ...
 
search engines
search enginessearch engines
search engines
 
Smashing SIlos: UX is the New SEO
Smashing SIlos: UX is the New SEOSmashing SIlos: UX is the New SEO
Smashing SIlos: UX is the New SEO
 
What IA, UX and SEO Can Learn from Each Other
What IA, UX and SEO Can Learn from Each OtherWhat IA, UX and SEO Can Learn from Each Other
What IA, UX and SEO Can Learn from Each Other
 
Web Content Mining
Web Content MiningWeb Content Mining
Web Content Mining
 
Web content mining
Web content miningWeb content mining
Web content mining
 
Computing Social Score of Web Artifacts - IRE Major Project Spring 2015
Computing Social Score of Web Artifacts - IRE Major Project Spring 2015Computing Social Score of Web Artifacts - IRE Major Project Spring 2015
Computing Social Score of Web Artifacts - IRE Major Project Spring 2015
 
How To Prepare For The Future Of Search
How To Prepare For The Future Of SearchHow To Prepare For The Future Of Search
How To Prepare For The Future Of Search
 
Image Tagging With Social Assistance
Image Tagging With Social AssistanceImage Tagging With Social Assistance
Image Tagging With Social Assistance
 
SCA2013 Presentation: A Web-Based Content Analysis Tool
SCA2013 Presentation: A Web-Based Content Analysis ToolSCA2013 Presentation: A Web-Based Content Analysis Tool
SCA2013 Presentation: A Web-Based Content Analysis Tool
 
76201960
7620196076201960
76201960
 
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
 
Sweeny Seo30 Web20 Final
Sweeny Seo30 Web20 FinalSweeny Seo30 Web20 Final
Sweeny Seo30 Web20 Final
 
Information Seeking with Social Signals: Anatomy of a Social Tag-based Explor...
Information Seeking with Social Signals: Anatomy of a Social Tag-based Explor...Information Seeking with Social Signals: Anatomy of a Social Tag-based Explor...
Information Seeking with Social Signals: Anatomy of a Social Tag-based Explor...
 

More from home

WEBPACK
WEBPACKWEBPACK
WEBPACKhome
 
User interface & structure
User interface & structureUser interface & structure
User interface & structurehome
 
Toy compiler
Toy compilerToy compiler
Toy compilerhome
 
Multi media Data mining
Multi media Data miningMulti media Data mining
Multi media Data mininghome
 
Cantata++
Cantata++Cantata++
Cantata++home
 
Ubuntu
UbuntuUbuntu
Ubuntuhome
 

More from home (6)

WEBPACK
WEBPACKWEBPACK
WEBPACK
 
User interface & structure
User interface & structureUser interface & structure
User interface & structure
 
Toy compiler
Toy compilerToy compiler
Toy compiler
 
Multi media Data mining
Multi media Data miningMulti media Data mining
Multi media Data mining
 
Cantata++
Cantata++Cantata++
Cantata++
 
Ubuntu
UbuntuUbuntu
Ubuntu
 

Recently uploaded

Novel 3D-Printed Soft Linear and Bending Actuators
Novel 3D-Printed Soft Linear and Bending ActuatorsNovel 3D-Printed Soft Linear and Bending Actuators
Novel 3D-Printed Soft Linear and Bending ActuatorsResearcher Researcher
 
Ch10-Global Supply Chain - Cadena de Suministro.pdf
Ch10-Global Supply Chain - Cadena de Suministro.pdfCh10-Global Supply Chain - Cadena de Suministro.pdf
Ch10-Global Supply Chain - Cadena de Suministro.pdfChristianCDAM
 
Cost estimation approach: FP to COCOMO scenario based question
Cost estimation approach: FP to COCOMO scenario based questionCost estimation approach: FP to COCOMO scenario based question
Cost estimation approach: FP to COCOMO scenario based questionSneha Padhiar
 
Gravity concentration_MI20612MI_________
Gravity concentration_MI20612MI_________Gravity concentration_MI20612MI_________
Gravity concentration_MI20612MI_________Romil Mishra
 
Immutable Image-Based Operating Systems - EW2024.pdf
Immutable Image-Based Operating Systems - EW2024.pdfImmutable Image-Based Operating Systems - EW2024.pdf
Immutable Image-Based Operating Systems - EW2024.pdfDrew Moseley
 
CME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTES
CME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTESCME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTES
CME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTESkarthi keyan
 
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionUS Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionMebane Rash
 
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...Stork
 
TEST CASE GENERATION GENERATION BLOCK BOX APPROACH
TEST CASE GENERATION GENERATION BLOCK BOX APPROACHTEST CASE GENERATION GENERATION BLOCK BOX APPROACH
TEST CASE GENERATION GENERATION BLOCK BOX APPROACHSneha Padhiar
 
Levelling - Rise and fall - Height of instrument method
Levelling - Rise and fall - Height of instrument methodLevelling - Rise and fall - Height of instrument method
Levelling - Rise and fall - Height of instrument methodManicka Mamallan Andavar
 
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENTFUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENTSneha Padhiar
 
Engineering Drawing section of solid
Engineering Drawing section of solidEngineering Drawing section of solid
Engineering Drawing section of solidnamansinghjarodiya
 
DEVICE DRIVERS AND INTERRUPTS SERVICE MECHANISM.pdf
DEVICE DRIVERS AND INTERRUPTS SERVICE MECHANISM.pdfDEVICE DRIVERS AND INTERRUPTS SERVICE MECHANISM.pdf
DEVICE DRIVERS AND INTERRUPTS SERVICE MECHANISM.pdfAkritiPradhan2
 
Katarzyna Lipka-Sidor - BIM School Course
Katarzyna Lipka-Sidor - BIM School CourseKatarzyna Lipka-Sidor - BIM School Course
Katarzyna Lipka-Sidor - BIM School Coursebim.edu.pl
 
SOFTWARE ESTIMATION COCOMO AND FP CALCULATION
SOFTWARE ESTIMATION COCOMO AND FP CALCULATIONSOFTWARE ESTIMATION COCOMO AND FP CALCULATION
SOFTWARE ESTIMATION COCOMO AND FP CALCULATIONSneha Padhiar
 
Robotics Group 10 (Control Schemes) cse.pdf
Robotics Group 10 (Control Schemes) cse.pdfRobotics Group 10 (Control Schemes) cse.pdf
Robotics Group 10 (Control Schemes) cse.pdfsahilsajad201
 
Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...
Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...
Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...Erbil Polytechnic University
 
Input Output Management in Operating System
Input Output Management in Operating SystemInput Output Management in Operating System
Input Output Management in Operating SystemRashmi Bhat
 
List of Accredited Concrete Batching Plant.pdf
List of Accredited Concrete Batching Plant.pdfList of Accredited Concrete Batching Plant.pdf
List of Accredited Concrete Batching Plant.pdfisabel213075
 
Virtual memory management in Operating System
Virtual memory management in Operating SystemVirtual memory management in Operating System
Virtual memory management in Operating SystemRashmi Bhat
 

Recently uploaded (20)

Novel 3D-Printed Soft Linear and Bending Actuators
Novel 3D-Printed Soft Linear and Bending ActuatorsNovel 3D-Printed Soft Linear and Bending Actuators
Novel 3D-Printed Soft Linear and Bending Actuators
 
Ch10-Global Supply Chain - Cadena de Suministro.pdf
Ch10-Global Supply Chain - Cadena de Suministro.pdfCh10-Global Supply Chain - Cadena de Suministro.pdf
Ch10-Global Supply Chain - Cadena de Suministro.pdf
 
Cost estimation approach: FP to COCOMO scenario based question
Cost estimation approach: FP to COCOMO scenario based questionCost estimation approach: FP to COCOMO scenario based question
Cost estimation approach: FP to COCOMO scenario based question
 
Gravity concentration_MI20612MI_________
Gravity concentration_MI20612MI_________Gravity concentration_MI20612MI_________
Gravity concentration_MI20612MI_________
 
Immutable Image-Based Operating Systems - EW2024.pdf
Immutable Image-Based Operating Systems - EW2024.pdfImmutable Image-Based Operating Systems - EW2024.pdf
Immutable Image-Based Operating Systems - EW2024.pdf
 
CME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTES
CME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTESCME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTES
CME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTES
 
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionUS Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of Action
 
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
 
TEST CASE GENERATION GENERATION BLOCK BOX APPROACH
TEST CASE GENERATION GENERATION BLOCK BOX APPROACHTEST CASE GENERATION GENERATION BLOCK BOX APPROACH
TEST CASE GENERATION GENERATION BLOCK BOX APPROACH
 
Levelling - Rise and fall - Height of instrument method
Levelling - Rise and fall - Height of instrument methodLevelling - Rise and fall - Height of instrument method
Levelling - Rise and fall - Height of instrument method
 
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENTFUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
 
Engineering Drawing section of solid
Engineering Drawing section of solidEngineering Drawing section of solid
Engineering Drawing section of solid
 
DEVICE DRIVERS AND INTERRUPTS SERVICE MECHANISM.pdf
DEVICE DRIVERS AND INTERRUPTS SERVICE MECHANISM.pdfDEVICE DRIVERS AND INTERRUPTS SERVICE MECHANISM.pdf
DEVICE DRIVERS AND INTERRUPTS SERVICE MECHANISM.pdf
 
Katarzyna Lipka-Sidor - BIM School Course
Katarzyna Lipka-Sidor - BIM School CourseKatarzyna Lipka-Sidor - BIM School Course
Katarzyna Lipka-Sidor - BIM School Course
 
SOFTWARE ESTIMATION COCOMO AND FP CALCULATION
SOFTWARE ESTIMATION COCOMO AND FP CALCULATIONSOFTWARE ESTIMATION COCOMO AND FP CALCULATION
SOFTWARE ESTIMATION COCOMO AND FP CALCULATION
 
Robotics Group 10 (Control Schemes) cse.pdf
Robotics Group 10 (Control Schemes) cse.pdfRobotics Group 10 (Control Schemes) cse.pdf
Robotics Group 10 (Control Schemes) cse.pdf
 
Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...
Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...
Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...
 
Input Output Management in Operating System
Input Output Management in Operating SystemInput Output Management in Operating System
Input Output Management in Operating System
 
List of Accredited Concrete Batching Plant.pdf
List of Accredited Concrete Batching Plant.pdfList of Accredited Concrete Batching Plant.pdf
List of Accredited Concrete Batching Plant.pdf
 
Virtual memory management in Operating System
Virtual memory management in Operating SystemVirtual memory management in Operating System
Virtual memory management in Operating System
 

Data mining on Social Media

  • 1.
  • 2. Why we need data mining in social media  People share more data  Products are more customized  More users produce more data  Market research  Product development and design
  • 3. Graph mining  Graphs appear in all form of information  In this approach communities corresponding to the same, are clustered together  These clustered data tend to have more similarities
  • 4. Graph mining usage  It is used by google to group links on a result page based on meta data  Graph mining also sorts the results based on the hit count of a link.  Each time an user clicks a links, the corresponding page rank is incremented  The links with top counts are grouped together
  • 5. Graph mining on facebook  Searching people: Friends of friends who are single in Pollachi, here the people with the higher mutual friends are grouped and sorted accordingly  Searching places: Restaurants in Chennai liked by friends  Searching interests: Movie most of my friend likes  Adds are tailored for user
  • 6. Text mining  Text mining is an emerging technology that attempts to extract meaningful information from unstructured textual data.  Social networks contain a lot of texts and posts made daily
  • 7. Usage of text mining  Automatic processing of emails:  Texts are classified automatically  Junk mails are separated  We could potentially extract a complete information from a website automatically
  • 8.
  • 9. Text mining methods  Cluster analysis:  Automatic or semi automatic analysis of large data and extract previously unknown patterns  Anomaly detection:  It is the search of items or events that do not fit the expected pattern
  • 10. Conclusion  Valuable information is hidden in vast amount of social media  Presenting suitable opportunities on extracting data form social media, we could learn a lot  A great example for knowledge extraction on social media is that, Twitter found that BJP is gonna win the election before the voting day itself