SlideShare a Scribd company logo

Extracting, Mining and Predicting Users’ Interests from Social Media

F
Fattane Zarrinkalam

1) Implicit user interest modeling learns users' potential interests that were not explicitly mentioned by analyzing relationships between users and topics of interest. This approach is important for passive users who do not generate much content. 2) Relationships between users, such as followers on Twitter, and relationships between topics, such as hierarchies in Wikipedia, can provide clues about a user's implicit interests. A user's interests may be semantically related or similar to the interests of other users they follow or topics that are related in a knowledge base. 3) Techniques like collaborative filtering and frequent pattern mining can identify implicit interests by measuring relatedness between a user's explicit interests and other users' interests or topics in a collection.

Social Media
1 of 170
Download to read offline
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media
Extracting, Mining and Predicting Users’ Interests from Social Media

More Related Content

PPTX
Social network analysis
prasadkulkarnigit
 
PDF
Subscriber Churn Prediction Model using Social Network Analysis In Telecommun...
BAINIDA
 
PDF
Information Access on Social Web
Daqing He
 
PDF
LAK13 Tutorial Social Network Analysis 4 Learning Analytics
goehnert
 
PPTX
2013 NodeXL Social Media Network Analysis
Marc Smith
 
PDF
Visual Relation Identification Using BoFT Labels in Social Media Feeds
IRJET Journal
 
PPT
2010 Catalyst Conference - Trends in Social Network Analysis
Marc Smith
 
PPTX
Social Media Mining - Chapter 8 (Influence and Homophily)
SocialMediaMining
 
Social network analysis
prasadkulkarnigit
 
Subscriber Churn Prediction Model using Social Network Analysis In Telecommun...
BAINIDA
 
Information Access on Social Web
Daqing He
 
LAK13 Tutorial Social Network Analysis 4 Learning Analytics
goehnert
 
2013 NodeXL Social Media Network Analysis
Marc Smith
 
Visual Relation Identification Using BoFT Labels in Social Media Feeds
IRJET Journal
 
2010 Catalyst Conference - Trends in Social Network Analysis
Marc Smith
 
Social Media Mining - Chapter 8 (Influence and Homophily)
SocialMediaMining
 

What's hot (20)

PPT
Overview Of Network Analysis Platforms
Noah Flower
 
PDF
Social Media Technicity. Affordances, Politics and Digital Methods.
Janna Joceli Omena
 
PDF
Unpacking Digital Methods
Janna Joceli Omena
 
PDF
How to read computer vision-based networks?
Janna Joceli Omena
 
PDF
A preliminary approach to knowledge integrity risk assessment in Wikipedia p...
Pablo Aragón
 
PDF
Network Visualization guest lecture at #DataVizQMSS at @Columbia / #SNA at PU...
Denis Parra Santander
 
PDF
Stakeholder Engagement and Public Information Through Social Media: A Study o...
Marco Bellucci
 
PDF
Generative models of online discussion threads (ASONAM 2018 tutorial)
Pablo Aragón
 
PPTX
20120301 strata-marc smith-mapping social media networks with no coding using...
Marc Smith
 
PDF
Approaches of Data Analysis: Networks generated through Social Media
Janna Joceli Omena
 
PPT
Introduction to Social Network Analysis
Premsankar Chakkingal
 
PDF
Nannobloging pr
Yaroslava Antipina
 
PDF
Authorization mechanism for multiparty data sharing in social network
eSAT Publishing House
 
PDF
S M A R T - Social Media Research Techniques
Janna Joceli Omena
 
PDF
30 Tools and Tips to Speed Up Your Digital Workflow
Mike Kujawski
 
PPT
Social network analysis course 2010 - 2011
guillaume ereteo
 
PDF
S180304116124
IOSR Journals
 
PDF
Profiling Bolsobots Networks
Janna Joceli Omena
 
PPTX
Social Media Mining - Chapter 6 (Community Analysis)
SocialMediaMining
 
PDF
Social network analysis intro part I
THomas Plotkowiak
 
Overview Of Network Analysis Platforms
Noah Flower
 
Social Media Technicity. Affordances, Politics and Digital Methods.
Janna Joceli Omena
 
Unpacking Digital Methods
Janna Joceli Omena
 
How to read computer vision-based networks?
Janna Joceli Omena
 
A preliminary approach to knowledge integrity risk assessment in Wikipedia p...
Pablo Aragón
 
Network Visualization guest lecture at #DataVizQMSS at @Columbia / #SNA at PU...
Denis Parra Santander
 
Stakeholder Engagement and Public Information Through Social Media: A Study o...
Marco Bellucci
 
Generative models of online discussion threads (ASONAM 2018 tutorial)
Pablo Aragón
 
20120301 strata-marc smith-mapping social media networks with no coding using...
Marc Smith
 
Approaches of Data Analysis: Networks generated through Social Media
Janna Joceli Omena
 
Introduction to Social Network Analysis
Premsankar Chakkingal
 
Nannobloging pr
Yaroslava Antipina
 
Authorization mechanism for multiparty data sharing in social network
eSAT Publishing House
 
S M A R T - Social Media Research Techniques
Janna Joceli Omena
 
30 Tools and Tips to Speed Up Your Digital Workflow
Mike Kujawski
 
Social network analysis course 2010 - 2011
guillaume ereteo
 
S180304116124
IOSR Journals
 
Profiling Bolsobots Networks
Janna Joceli Omena
 
Social Media Mining - Chapter 6 (Community Analysis)
SocialMediaMining
 
Social network analysis intro part I
THomas Plotkowiak
 
Ad

Similar to Extracting, Mining and Predicting Users’ Interests from Social Media (20)

PDF
Mining User Interests from Social Media
Fattane Zarrinkalam
 
PDF
Final PhD defense presentation
Hussein Hazimeh
 
PPTX
Profiling User Interests on the Social Semantic Web
Fabrizio Orlandi
 
PDF
SEMANTiCS2016 - Exploring Dynamics and Semantics of User Interests for User ...
GUANGYUAN PIAO
 
PDF
EKAW2016 - Interest Representation, Enrichment, Dynamics, and Propagation: A ...
GUANGYUAN PIAO
 
PDF
Leveraging Graph Neural Networks for User Profiling: Recent Advances and Open...
Erasmo Purificato
 
PDF
User behavior model & recommendation on basis of social networks
Shah Alam Sabuj
 
PDF
Tutorial on User Profiling with Graph Neural Networks and Related Beyond-Acc...
Erasmo Purificato
 
PDF
Social Network Analysis based on MOOC's (Massive Open Online Classes)
ShankarPrasaadRajama
 
PPT
Exploration & Promotion: Implementation Strategies of Corporate Social Software
Alexander Stocker
 
PDF
Irjet v4 i73A Survey on Student’s Academic Experiences using Social Media Data53
IRJET Journal
 
PDF
A user experience focused case study of Woodsworth College U of T - UnITe TKE...
Aidan Foster
 
PDF
Harvesting Intelligence from User Interactions
R A Akerkar
 
PPTX
Researching Social Media – Big Data and Social Media Analysis
Farida Vis
 
PPTX
Personality prediction from social media
aishwaryaanand1125
 
PPT
Usability for Government: improving service delivery
Ruth Ellison
 
PPTX
Current and future trends.pptxxxxxxxxxxx
AliceRivera13
 
PDF
Social Technigraphic Profiles of Students at University of Pécs
Gergő Molnár
 
PPTX
Social Networking
Robert Gibson
 
PDF
IJSRED-V2I2P09
IJSRED
 
Mining User Interests from Social Media
Fattane Zarrinkalam
 
Final PhD defense presentation
Hussein Hazimeh
 
Profiling User Interests on the Social Semantic Web
Fabrizio Orlandi
 
SEMANTiCS2016 - Exploring Dynamics and Semantics of User Interests for User ...
GUANGYUAN PIAO
 
EKAW2016 - Interest Representation, Enrichment, Dynamics, and Propagation: A ...
GUANGYUAN PIAO
 
Leveraging Graph Neural Networks for User Profiling: Recent Advances and Open...
Erasmo Purificato
 
User behavior model & recommendation on basis of social networks
Shah Alam Sabuj
 
Tutorial on User Profiling with Graph Neural Networks and Related Beyond-Acc...
Erasmo Purificato
 
Social Network Analysis based on MOOC's (Massive Open Online Classes)
ShankarPrasaadRajama
 
Exploration & Promotion: Implementation Strategies of Corporate Social Software
Alexander Stocker
 
Irjet v4 i73A Survey on Student’s Academic Experiences using Social Media Data53
IRJET Journal
 
A user experience focused case study of Woodsworth College U of T - UnITe TKE...
Aidan Foster
 
Harvesting Intelligence from User Interactions
R A Akerkar
 
Researching Social Media – Big Data and Social Media Analysis
Farida Vis
 
Personality prediction from social media
aishwaryaanand1125
 
Usability for Government: improving service delivery
Ruth Ellison
 
Current and future trends.pptxxxxxxxxxxx
AliceRivera13
 
Social Technigraphic Profiles of Students at University of Pécs
Gergő Molnár
 
Social Networking
Robert Gibson
 
IJSRED-V2I2P09
IJSRED
 
Ad

Recently uploaded (20)

PDF
Instagram Reels Growth Guide 2025.......
gamernoorab
 
PDF
Climate Risk and Credit Allocation: How Banks Are Integrating Environmental R...
AJHSSR Journal
 
PDF
Customer Churn Prediction in Digital Banking: A Comparative Study of Xai Tech...
AJHSSR Journal
 
PDF
Mastering Social Media Marketing in 2025.pdf
Elevatemetricsdigital
 
PPTX
Strategies for Social Media App Enhancement
simarjeetsingh3033
 
PDF
Transform Your Social Media, Grow Your Brand
karamjeet25
 
PDF
Regulation Study, Differences and Implementation of Bank Indonesia National C...
AJHSSR Journal
 
PDF
Your Breakthrough Starts Here Make Me Popular
SocioCosmos
 
DOCX
Buy Goethe A1 ,B2 ,C1 certificate online without writing
wizzymillion918
 
DOCX
Get More Leads From LinkedIn Ads Today .docx
Stealth Technocrats
 
PPTX
Eric Starker - Social Media Portfolio - 2025
EricStarker1
 
PDF
Does Ownership Structure Play an Important Role in the Banking Industry?
AJHSSR Journal
 
DOC
ASU毕业证学历认证,圣三一拉邦音乐与舞蹈学院毕业证留学本科毕业证
vmadze
 
PDF
The Edge You’ve Been Missing Get the Sociocosmos Edge
SocioCosmos
 
PDF
TikTok Live shadow viewers_ Who watches without being counted
Ufki
 
PDF
StarNetCafeSB2012D3POYNagaworld2-Hotel-Casino-Phnom Entertainment
Mysisd3poycc Mysisd3poycc
 
PDF
Social Media Marketing Company In Nagpur
Pridex Digital Solutions Pvt Ltd
 
PDF
How can India improve its Public Diplomacy - Social Media.pdf
Md Miraj Hossain
 
PDF
Presence That Pays Off Activate My Social Growth
SocioCosmos
 
PPTX
Developing lesson plan gejegkavbw gagsgf
JoanaBayoca
 
Instagram Reels Growth Guide 2025.......
gamernoorab
 
Climate Risk and Credit Allocation: How Banks Are Integrating Environmental R...
AJHSSR Journal
 
Customer Churn Prediction in Digital Banking: A Comparative Study of Xai Tech...
AJHSSR Journal
 
Mastering Social Media Marketing in 2025.pdf
Elevatemetricsdigital
 
Strategies for Social Media App Enhancement
simarjeetsingh3033
 
Transform Your Social Media, Grow Your Brand
karamjeet25
 
Regulation Study, Differences and Implementation of Bank Indonesia National C...
AJHSSR Journal
 
Your Breakthrough Starts Here Make Me Popular
SocioCosmos
 
Buy Goethe A1 ,B2 ,C1 certificate online without writing
wizzymillion918
 
Get More Leads From LinkedIn Ads Today .docx
Stealth Technocrats
 
Eric Starker - Social Media Portfolio - 2025
EricStarker1
 
Does Ownership Structure Play an Important Role in the Banking Industry?
AJHSSR Journal
 
ASU毕业证学历认证,圣三一拉邦音乐与舞蹈学院毕业证留学本科毕业证
vmadze
 
The Edge You’ve Been Missing Get the Sociocosmos Edge
SocioCosmos
 
TikTok Live shadow viewers_ Who watches without being counted
Ufki
 
StarNetCafeSB2012D3POYNagaworld2-Hotel-Casino-Phnom Entertainment
Mysisd3poycc Mysisd3poycc
 
Social Media Marketing Company In Nagpur
Pridex Digital Solutions Pvt Ltd
 
How can India improve its Public Diplomacy - Social Media.pdf
Md Miraj Hossain
 
Presence That Pays Off Activate My Social Growth
SocioCosmos
 
Developing lesson plan gejegkavbw gagsgf
JoanaBayoca