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Detecting Stress Based on Social Interactions in Social Networks in Java
Detecting Stress Based on Social Interactions in Social Networks in Java To get this project in ONLINE or through TRAINING Sessions, Contact: JP INFOTECH, Old No.31, New No.86, 1st Floor, 1st Avenue, Ashok Pillar, Chennai -83.Landmark: Next to Kotak Mahendra Bank. Pondicherry Office: JP INFOTECH, #37, Kamaraj Salai,Thattanchavady, Puducherry -9.Landmark: Next to VVP Nagar Arch. Mobile: (0) 9952649690, Email: firstname.lastname@example.org, web: http://www.jpinfotech.org Psychological stress is threatening peoples health. It is non-trivial to detect stress timely for proactive care. With the popularity of social media, people are used to sharing their daily activities and interacting with friends on social media platforms, making it feasible to leverage online social network data for stress detection. In this paper, we find that users stress state is closely related to that of his/her friends in social media, and we employ a large-scale dataset from real-world social platforms to systematically study the correlation of users stress states and social interactions. We first define a set of stress-related textual, visual, and social attributes from various aspects, and then propose a novel hybrid model – a factor graph model combined with Convolutional Neural Network to leverage tweet content and social interaction information for stress detection. Experimental results show that the proposed model can improve the detection performance by 6-9% in F1-score. By further analyzing the social interaction data, we also discover several intriguing phenomena, i.e. the number of social structures of sparse connections (i.e. with no delta connections) of stressed users is around 14% higher than that of non-stressed users, indicating that the social structure of stressed users friends tend to be less connected and less complicated than that of non-stressed users.
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Its like an uncontrolled rash. Its omnipresent, all pervasive and seem to soak in a sea of people both voluntarily and involuntarily. There is almost a feeling of guilt if you are not on Facebook, Twitter, Linkedin or any such ilk- have I uploaded enough? Am I getting enough likes? Is the wall well populated? Have I mastered the sweet part of the Tweet? An unabashed freedom movement, reborn, rejuvenated, reignited, redressed in a different era and eco system of course.
Amidst the ever increasing din and punch of wanting to connect, express and impress over SM networks, have we lost the true art of being social? The more prolific a person is on the Social Media networks, the less proficient (or so it seems) they seem to be in the real social world. Good old person to person meets or calls seem to be a thing of the past why do enthusiastic, articulate, energetic flag bearers in the SM world retract, renege, resist when it comes to real world interfaces does the cyber world provide a more secure, comforting, facilitating, non intimidating enviornment that allows lesser mortals like me and you be wanted, witnessed, welcomed the jury is still out on that.
There already seems to be an element of fatigue setting in and the efficacy of the SM sites are being questioned.Lets face it- looking at it objectively, for every soothsayer there are several naysayers- that has been the rule of thumb- While there is no denying the profound impact that social media has had on the universe as a whole, has it helped us human beings evolve to be better social animals in real life, still begs the question.
When you see two people sitting in the same room within a few metres of each other engaged in a vitriloic animated thumb talking exercise on their respective BBMs, you really begin to wonder whether the simple pleasures of direct human engagement has seen better days.Or,the increasing general reluctance of people to pick up the phone and talk one one one leaves you bewlidered. ‘Let me text you’- we really are in some texting I mean testing times. Condolence messages on Facebook walls is really the obituary. As they say real life is stranger than reel life, social media life is alien from real life.
Is there a pressure to conform or perform in the Social Media space? Is there a danger of getting left behind? Is it insecurity of not being accepted? Are we so blogged down errr bogged down in our every day quest to be linked in(pardon the pun), we seem to be asking ourself a question- what came first- Social Life or Social Media Life?
Marketing and branding experts are already giving neuroscience a serious revisit virtual errands can make or break brands.For the stray brand success stories, there are many that have not left a mark- is it technique, tenacity, timing or treatment that works? Are we questioning the cognitive? Has the right & left sides of the brain swapped places? Here’s one more for the experts to decipher! Am sure the findings would be interesting. Till then, will have our backs to the wall! Oopss!
5 Ways to Improve Engagement on Social Media
You can get more engagement on social media by making a few small changes to how you market in social networks. Connect with Katie Skow http://katieskow.com https://www.facebook.com/katieskow Before I get into that. What is Social media engagement? It is a dialog between you and others in any social network. If you are just posting lots of content without conversation, I have 5 ways to improve that. 0:26 1 – Ask Questions in social media 0:56 Share Inspirational Quotes 1:41 Create Value-driven Blog Content 2:41 Create Amazing Images 3:11 Use Facebook Groups More tips about social media engagement: http://wealthmissionpossible.com/engagement-social-media/ On Wealth Mission Possible I discuss how to leverage the Internet as a profit producing platform and use it to build an audience that is attracted to you and your business. If you’re a network marketer who wants to market your business online we’d love to have you subscribe and join us! SUBSCRIBE! http://goo.gl/ZIeK0I LET’S CONNECT! Wealth Mission Possible — http://www.facebook.com/wealthmission — http://www.google.com/+lisaj — http://twitter.com/wealthmission — http://pinterest.com/wealthmission Video Playlists: Blogging 101 – https://goo.gl/vg2D78 Quick Tips: https://goo.gl/mdpR2d Network Marketing training – https://goo.gl/9jKvmm Internet marketing training – https://goo.gl/4tCRbW Live broadcasts and collaborations – https://goo.gl/Lu4wkk
- Topia Debate Competition 2014 – Round 3 – Social Networking Sites are Beneficial
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