This document discusses research on why people stop using Sina Weibo, a Chinese microblogging platform. It begins with an introduction to Sina Weibo and acknowledges challenges it faces in maintaining its active user base. A literature review covers models like TAM and TPB and factors like social presence, content quality, ease of use, trust, and enjoyment that may influence usage. The research methodology section describes a survey to collect data, which is then analyzed using reliability testing and SEM. Key findings indicate that content richness, enjoyment, and trust positively influence intention to use and frequency, while ease of use and subjective norm also increase frequency. Limitations of the study and recommendations for Sina Weibo to prioritize valuable content and simplify
Associating events with people on social networks using a prioricsandit
In social media, same news or events are associated with two or more people, sometimes with different perspective. The representation of the news or events varies from person to person, perspective to perspective or time to time. In this paper, we present a simple model to associate
events with different people (Personalities). To demonstrate our model, we have used real world social networks data (i.e. from Twitter) and results show the accuracy of the model.
Privacy-preserving Data Mining in Industry (WSDM 2019 Tutorial)Krishnaram Kenthapadi
Preserving privacy of users is a key requirement of web-scale data mining applications and systems such as web search, recommender systems, crowdsourced platforms, and analytics applications, and has witnessed a renewed focus in light of recent data breaches and new regulations such as GDPR. In this tutorial, we will first present an overview of privacy breaches over the last two decades and the lessons learned, key regulations and laws, and evolution of privacy techniques leading to differential privacy definition / techniques. Then, we will focus on the application of privacy-preserving data mining techniques in practice, by presenting case studies such as Apple's differential privacy deployment for iOS / macOS, Google's RAPPOR, LinkedIn Salary, and Microsoft's differential privacy deployment for collecting Windows telemetry. We will conclude with open problems and challenges for the data mining / machine learning community, based on our experiences in industry.
Researching Social Media – Big Data and Social Media AnalysisFarida Vis
Researching Social Media – Big Data and Social Media Analysis, presentation for the Social Media for Researchers: A Sheffield Universities Social Media Symposium, 23 September 2014
FeedMe: Enhancing Directed Content Sharing on the WebMichael Bernstein
To find interesting, personally relevant web content, people rely on friends and colleagues to pass links along as they encounter them. In this paper, we study and augment link-sharing via e-mail, the most popular means of sharing web content today. Armed with survey data indicating that active sharers of novel web content are often those that actively seek it out, we developed FeedMe, a plug-in for Google Reader that makes directed sharing of content a more salient part of the user experience. FeedMe recommends friends who may be interested in seeing content that the user is viewing, provides information on what the recipient has seen and how many emails they have received recently, and gives recipients the opportunity to provide lightweight feedback when they appreciate shared content. FeedMe introduces a novel design space within mixed-initiative social recommenders: friends who know the user voluntarily vet the material on the user’s behalf. We performed a two-week field experiment (N=60) and found that FeedMe made it easier and more enjoyable to share content that recipients appreciated and would not have found otherwise.
Die Social-Media Suite von DAVIES MEYER stellt die nötigen Tools für einen professionellen und erfolgreichen Start in die Social-Media Welt zur Verfügung.
Das Ready-to-go Package basiert auf mehrjähriger Erfahrung und einem weitgreifenden und integrierten Social-Media-Verständnis seitens des Entwickler-Teams. Gepaart mit dem technischen Know-how und der engen Zusammenarbeit mit globalen Technologie-Partner steht die Suite für eine solide Hilfe bei der Planung, Implementierung und Umsetzung der Social-Media Aktivitäten.
Associating events with people on social networks using a prioricsandit
In social media, same news or events are associated with two or more people, sometimes with different perspective. The representation of the news or events varies from person to person, perspective to perspective or time to time. In this paper, we present a simple model to associate
events with different people (Personalities). To demonstrate our model, we have used real world social networks data (i.e. from Twitter) and results show the accuracy of the model.
Privacy-preserving Data Mining in Industry (WSDM 2019 Tutorial)Krishnaram Kenthapadi
Preserving privacy of users is a key requirement of web-scale data mining applications and systems such as web search, recommender systems, crowdsourced platforms, and analytics applications, and has witnessed a renewed focus in light of recent data breaches and new regulations such as GDPR. In this tutorial, we will first present an overview of privacy breaches over the last two decades and the lessons learned, key regulations and laws, and evolution of privacy techniques leading to differential privacy definition / techniques. Then, we will focus on the application of privacy-preserving data mining techniques in practice, by presenting case studies such as Apple's differential privacy deployment for iOS / macOS, Google's RAPPOR, LinkedIn Salary, and Microsoft's differential privacy deployment for collecting Windows telemetry. We will conclude with open problems and challenges for the data mining / machine learning community, based on our experiences in industry.
Researching Social Media – Big Data and Social Media AnalysisFarida Vis
Researching Social Media – Big Data and Social Media Analysis, presentation for the Social Media for Researchers: A Sheffield Universities Social Media Symposium, 23 September 2014
FeedMe: Enhancing Directed Content Sharing on the WebMichael Bernstein
To find interesting, personally relevant web content, people rely on friends and colleagues to pass links along as they encounter them. In this paper, we study and augment link-sharing via e-mail, the most popular means of sharing web content today. Armed with survey data indicating that active sharers of novel web content are often those that actively seek it out, we developed FeedMe, a plug-in for Google Reader that makes directed sharing of content a more salient part of the user experience. FeedMe recommends friends who may be interested in seeing content that the user is viewing, provides information on what the recipient has seen and how many emails they have received recently, and gives recipients the opportunity to provide lightweight feedback when they appreciate shared content. FeedMe introduces a novel design space within mixed-initiative social recommenders: friends who know the user voluntarily vet the material on the user’s behalf. We performed a two-week field experiment (N=60) and found that FeedMe made it easier and more enjoyable to share content that recipients appreciated and would not have found otherwise.
Die Social-Media Suite von DAVIES MEYER stellt die nötigen Tools für einen professionellen und erfolgreichen Start in die Social-Media Welt zur Verfügung.
Das Ready-to-go Package basiert auf mehrjähriger Erfahrung und einem weitgreifenden und integrierten Social-Media-Verständnis seitens des Entwickler-Teams. Gepaart mit dem technischen Know-how und der engen Zusammenarbeit mit globalen Technologie-Partner steht die Suite für eine solide Hilfe bei der Planung, Implementierung und Umsetzung der Social-Media Aktivitäten.
Practical Applications for Social Network Analysis in Public Sector Marketing...Mike Kujawski
Over the past decade there has been a growing public fascination with the complex connectedness of modern society. This has been driven in large part by the wide availability of public digital data produced through our daily interactions on the modern social web. This data can now easily be mined and analyzed to produce valuable and actionable business insights leading to better decision making in nearly every field of practice, especially marketing and communications. In this presentation, Joshua Gillmore and Mike Kujawski introduce the basics of social network analysis and some of the privacy related challenges that this rapidly growing space brings with it. Focus of this deck is on public sector organizations.
By: @mikekujawski and @joshuagillmore
This study was presented in the 20th International Conference on Web Information Systems Engineering (WISE 2019), 19-22 January 2020.
-----
Fumiaki Saito, Yoshiyuki Shoji and Yusuke YamamotoHighlighting Weasel Sentences for Promoting Critical Information Seeking on the WebProceedings of the 20th International Conference on Web Information Systems Engineering (WISE 2019), pp.424-440, Hong Kong, China, November 2019.
THE SURVEY OF SENTIMENT AND OPINION MINING FOR BEHAVIOR ANALYSIS OF SOCIAL MEDIAIJCSES Journal
Nowadays, internet has changed the world into a global village. Social Media has reduced the gaps among
the individuals. Previously communication was a time consuming and expensive task between the people.
Social Media has earned fame because it is a cheaper and faster communication provider. Besides, social
media has allowed us to reduce the gaps of physical distance, it also generates and preserves huge amount
of data. The data are very valuable and it presents association degree between people and their opinions.The comprehensive analysis of the methods which are used on user behavior prediction is presented in this paper. This comparison will provide a detailed information, pros and cons in the domain of sentiment and
opinion mining.
Strategic impact of Social Media in tourism- Research paperAmbuj Saxena
In today's world, social media has made it convenient for people to search, book and plan their next trip at the click of a mouse button. This research paper, co-authored by Ambuj Saxena, Dr. GG Saxena, and Dr. Sajeevan Rao takes you through the travel enthusiast's online journey while booking a leisure trip.
How does the travel enthusiast make up his mind to travel using social media and which social media channels affect him the most and how? What are the social, psychological and hedonic effects while planning a trip using social media and how reliable, entertaining and valuable do tourists consider social media sites while planning a trip. These are some of the important questions and customer behavior being brought out through this research paper that was presented in Jammu University's 4th International Conference on Sustainable Destination Excellence with the theme: Empowering Communities for Inclusive Tourism Development.
If you wish to know the experience of presenting my research paper in Jammu University, you may access my blog post: http://wp.me/p8r6B6-jQ
Sources of inspiration:
http://www.pewinternet.org/fact-sheets/social-networking-fact-sheet/
www.adweek.com
Less is More: An Empirical Investigation of the Relationship Between Amount o...UXPA International
Does more information elicit users’ compliance and engagement, or the other way around?
This paper explores the relationship between content strategy and user experience (UX). Specifically, we examine how the amount of information provided on marketing web pages, often called “landing pages,” impact users’ willingness to provide their e-mail address (a behavior called “conversion” in marketing terms). We describe the results of two large-scale online experiments (n= 535 and n= 27,900) conducted in real-world commercial settings. The observed results indicate a negative correlation between the amount of information on a web page and users’ decision-making and engagement.
Presented by Nim Dvir
Practical Applications for Social Network Analysis in Public Sector Marketing...Mike Kujawski
Over the past decade there has been a growing public fascination with the complex connectedness of modern society. This has been driven in large part by the wide availability of public digital data produced through our daily interactions on the modern social web. This data can now easily be mined and analyzed to produce valuable and actionable business insights leading to better decision making in nearly every field of practice, especially marketing and communications. In this presentation, Joshua Gillmore and Mike Kujawski introduce the basics of social network analysis and some of the privacy related challenges that this rapidly growing space brings with it. Focus of this deck is on public sector organizations.
By: @mikekujawski and @joshuagillmore
This study was presented in the 20th International Conference on Web Information Systems Engineering (WISE 2019), 19-22 January 2020.
-----
Fumiaki Saito, Yoshiyuki Shoji and Yusuke YamamotoHighlighting Weasel Sentences for Promoting Critical Information Seeking on the WebProceedings of the 20th International Conference on Web Information Systems Engineering (WISE 2019), pp.424-440, Hong Kong, China, November 2019.
THE SURVEY OF SENTIMENT AND OPINION MINING FOR BEHAVIOR ANALYSIS OF SOCIAL MEDIAIJCSES Journal
Nowadays, internet has changed the world into a global village. Social Media has reduced the gaps among
the individuals. Previously communication was a time consuming and expensive task between the people.
Social Media has earned fame because it is a cheaper and faster communication provider. Besides, social
media has allowed us to reduce the gaps of physical distance, it also generates and preserves huge amount
of data. The data are very valuable and it presents association degree between people and their opinions.The comprehensive analysis of the methods which are used on user behavior prediction is presented in this paper. This comparison will provide a detailed information, pros and cons in the domain of sentiment and
opinion mining.
Strategic impact of Social Media in tourism- Research paperAmbuj Saxena
In today's world, social media has made it convenient for people to search, book and plan their next trip at the click of a mouse button. This research paper, co-authored by Ambuj Saxena, Dr. GG Saxena, and Dr. Sajeevan Rao takes you through the travel enthusiast's online journey while booking a leisure trip.
How does the travel enthusiast make up his mind to travel using social media and which social media channels affect him the most and how? What are the social, psychological and hedonic effects while planning a trip using social media and how reliable, entertaining and valuable do tourists consider social media sites while planning a trip. These are some of the important questions and customer behavior being brought out through this research paper that was presented in Jammu University's 4th International Conference on Sustainable Destination Excellence with the theme: Empowering Communities for Inclusive Tourism Development.
If you wish to know the experience of presenting my research paper in Jammu University, you may access my blog post: http://wp.me/p8r6B6-jQ
Sources of inspiration:
http://www.pewinternet.org/fact-sheets/social-networking-fact-sheet/
www.adweek.com
Less is More: An Empirical Investigation of the Relationship Between Amount o...UXPA International
Does more information elicit users’ compliance and engagement, or the other way around?
This paper explores the relationship between content strategy and user experience (UX). Specifically, we examine how the amount of information provided on marketing web pages, often called “landing pages,” impact users’ willingness to provide their e-mail address (a behavior called “conversion” in marketing terms). We describe the results of two large-scale online experiments (n= 535 and n= 27,900) conducted in real-world commercial settings. The observed results indicate a negative correlation between the amount of information on a web page and users’ decision-making and engagement.
Presented by Nim Dvir
Studying information behavior: The Many Faces of Digital Visitors and ResidentsLynn Connaway
Connaway, L. S. (2018). Studying information behavior: The Many Faces of Digital Visitors and Residents. Presented at Bar-Ilan University, March 11, 2018, Ramat Gan, Israel.
Studying information behavior: The Many Faces of Digital Visitors and ResidentsOCLC
Connaway, L. S. (2018). Studying information behavior: The Many Faces of Digital Visitors and Residents. Presented at Bar-Ilan University, March 11, 2018, Ramat Gan, Israel.
Working with Social Media Data: Ethics & good practice around collecting, usi...Nicola Osborne
Slides from a workshop delivered for the University of Edinburgh Digital Scholarship programme, on 18th October 2017. For further information on the programme see: http://www.digital.cahss.ed.ac.uk/ or #DigScholEd. If you are interested in hosting a similar workshop, or adapting these slides please contact me: nicola.osborne@ed.ac.uk.
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Improving Workplace Safety Performance in Malaysian SMEs: The Role of Safety ...AJHSSR Journal
ABSTRACT: In the Malaysian context, small and medium enterprises (SMEs) experience a significant
burden of workplace accidents. A consensus among scholars attributes a substantial portion of these incidents to
human factors, particularly unsafe behaviors. This study, conducted in Malaysia's northern region, specifically
targeted Safety and Health/Human Resource professionals within the manufacturing sector of SMEs. We
gathered a robust dataset comprising 107 responses through a meticulously designed self-administered
questionnaire. Employing advanced partial least squares-structural equation modeling (PLS-SEM) techniques
with SmartPLS 3.2.9, we rigorously analyzed the data to scrutinize the intricate relationship between safety
behavior and safety performance. The research findings unequivocally underscore the palpable and
consequential impact of safety behavior variables, namely safety compliance and safety participation, on
improving safety performance indicators such as accidents, injuries, and property damages. These results
strongly validate research hypotheses. Consequently, this study highlights the pivotal significance of cultivating
safety behavior among employees, particularly in resource-constrained SME settings, as an essential step toward
enhancing workplace safety performance.
KEYWORDS :Safety compliance, safety participation, safety performance, SME
Enhance your social media strategy with the best digital marketing agency in Kolkata. This PPT covers 7 essential tips for effective social media marketing, offering practical advice and actionable insights to help you boost engagement, reach your target audience, and grow your online presence.
“To be integrated is to feel secure, to feel connected.” The views and experi...AJHSSR Journal
ABSTRACT: Although a significant amount of literature exists on Morocco's migration policies and their
successes and failures since their implementation in 2014, there is limited research on the integration of subSaharan African children into schools. This paperis part of a Ph.D. research project that aims to fill this gap. It
reports the main findings of a study conducted with migrant children enrolled in two public schools in Rabat,
Morocco, exploring how integration is defined by the children themselves and identifying the obstacles that they
have encountered thus far. The following paper uses an inductive approach and primarily focuses on the
relationships of children with their teachers and peers as a key aspect of integration for students with a migration
background. The study has led to several crucial findings. It emphasizes the significance of speaking Colloquial
Moroccan Arabic (Darija) and being part of a community for effective integration. Moreover, it reveals that the
use of Modern Standard Arabic as the language of instruction in schools is a source of frustration for students,
indicating the need for language policy reform. The study underlines the importanceof considering the
children‟s agency when being integrated into mainstream public schools.
.
KEYWORDS: migration, education, integration, sub-Saharan African children, public school
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5. +
Sina Weibo
The biggest Chinese micro-blog
Website.
A leading social media platform
designed for people to create,
share and discovery.
5 hundred million users. (2013Q4)
6.
7. +
Sina Weibo has Challenge
Our challenge:
Our ability to execute the strategy faces a number of
risks and uncertainties, including the following:
- Maintain and increase our active user base, as well as
the ability to maintain and increase the degree of user
involvement;
8. +
Report from China Internet Network
Information Center (CNNIC)
China's Weibo users decline
27.83 million, a decrease of
9.0%.
Weibo’s usage decreased by
9.2%. (December 2013)
9. +
King-wa Fu’s Research at HKU
There are several millions of users create about 94% of the
content on Weibo, about 200 million users just repost these
contents.
A survey found that 58.8 percent of the account prior to
January 3, 2014 did not post any Weibo. Only 5% Weibo users
are active users.
13. +
Technology Acceptance Model (TAM)
the most widely accepted model of user acceptance and
usage.
TAM helps better understand the influence of several factors on
the key dependent variable —Intention.
14. +
Theory of planned behavior (TPB)
TPB is adopted in improving understanding of the determinants
of information technology usage.
The extended TPB has been successfully used in predicting IT
usage from decomposing attitudinal, normative and control
beliefs.
Many researches have adopted the key dependent variable of
—Frequency (Beale & Manstead, 1991; Schlegel, DAvernas,
Zanna, DeCourville, & Manske, 1992)
16. +
Social Presence
The degree of social presence in the medium determines how
sociable of a medium.
High perceived social presence would have a greater impact on
influencing individuals, to join and to continue using an online
social networking website. (Flanagin and Metzger, 2001)
Individuals tend to select the medium that they perceive to
have the highest social presence.
18. +
Content Quality
Content quality refers to the inherent value and usefulness of
the information provided by web services. (Huizingh, 2000)
There are 4 intrinsic data quality specify whether data is
complete, unambiguous, meaningful, and correct. (Wand and
Wang, 1996)
Chae et al. (2002) proposed that the objective and credible
information that is highly relevant to the users’ task should be
provided on users interfaces simultaneously, and shall adopt
items from “Intrinsic quality” and “Contextual quality” of
Information Quality (IQ)
20. +
Perceived Ease of Use
Perceived ease of use refers to “the degree to which a person
believes that using a particular system would be free of effort.”
(Davis, 1989)
Perceived ease of use create a favorable disposition or
intention toward using the IT that consequently affects its
intention and frequency in usage.
22. +
Trust
Trust is the belief that the exchange party is able to fulfill its
obligation reliably and confidently. (McKnight & Chervany,
2001)
Trust is motivated to seek mutually beneficial gains (Morgan &
Hunt, 1994), and will refrain from abusing the relationship
(Voss, Sirdeshmukh, & Voss, 2008).
Previous studies (K.-Y. Lin & Lu, 2011) have indicated that trust
motivates users’ intention to use SNSs. Consequently, H.-F. Lin
(2006) also included trust as one of the factors in analyzing
behavioral intention to participate in virtual communities.
24. +
Distrust
Cho (2006) investigated the way consumers’ evaluations of an
e-business operations relate to their judgments of distrust, and
how such judgments shape consumer distrust.
Distrust proposed as a “expectation of injurious action,”
Specifically, distrust is a belief that a partner will be
incompetent (Lewicki, McAllister, & Bies, 1998), exhibit
irresponsible behavior, and will not care about one’s welfare or
even intend to act harmfully (Sitkin & Roth, 1993).
26. +
Enjoyment
Enjoyment is an intrinsic motivation in adopting technology.
Davis, Bagozzi, and Warshaw (1992) referred enjoyment as the
extent to which the activity of using a computer system is
perceived to be personally enjoyable.
Prior research proposed enjoyment as a determinant of
behavioral intention (Davis et al., 1992; Venkatesh et al., 2002).
Besides, Dholakia, Bagozzi, and Pearo (2004) included
entertainment value in the study of consumer participation in
virtual communities.
28. +
Subjective Norm
Subjective norm determines the changes in attitudes and
actions produced by social influence.
Subjective norm reflects the influence and compliance of
expectations from significant others (Kelman, 1958). In
previous research, the compliance process appeared to be
paramount (Cheung et al., 2011).
According to Cheung et al. (2011), before users have any
actual usage experience with a new system, the second-hand
information, especially from the primary reference groups
(family or friends), are important for their usage decisions and
intentions.
31. +
The Survey
The questionnaires are
developed from material
discussed and tested previously;
The items were slightly modified
to suit the context of Sina Weibo.
Each item was measured on a
five-point scale, ranging from
‘‘disagree strongly’’ (1) to
‘‘agree strongly’’ (5).
41. 41
---May lead to
Misinterpretation
User Number Limitations
Region Restrictions
---Bias Significance Level&Result
Certain Words Changed to
Adapt our Research
RESPONDENTS QUSTIONNAIRE
Limitations
45. +
45
EASE OF USE TRUST DISTRUST
Eliminate useless utilities
Simplify manipulation
procedures
Clean the Internet environment,
Delete information like advertisements, Internet frauds, and
fake fans
Frequency
The real-time microblogging open
Channels of self-expression
And
Powerful platform for social interaction
If this ratio is true, this would mean about 500 million accounts, a total of about 300 million Weibo account is empty. These accounts are never used to publish information or delete posts.
Distrust is not just the absence of trust, but the active expectation that the other party will behave in a way that violates one’s welfare and security (Cho, 2006)