survey of social commerce research€¦ · social commerce technologies behind social commerce...

IntroductionSocial Commerce

Technologies behind Social CommerceSummary and Suggestion For Future Research

Survey of Social Commerce Research

Anuhya Vajapeyajula11, Priya Radhakrishnan2

Vasudeva Varma2

1MIT, Cambridge, MA 02139, USA

2IIIT-Hyderabad, India

Mining Intelligence and Knowledge Exploration,December 9-11, 2015 at IIIT-Hyderabad, India.

1work done during internship at IIIT-HyderabadAnuhya Vajapeyajula, Priya Radhakrishnan, Vasudeva Varma Survey of Social Commerce Research

Outline

1 Introduction

2 Social Commerce

3 Technologies behind Social CommerceSentiment AnalysisSocial Network Analysis

4 Summary and Suggestion For Future Research

Anuhya Vajapeyajula, Priya Radhakrishnan, Vasudeva Varma Survey of Social Commerce Research

Origin from marketing

What is Social Commerce?

Social Media + commercial activity Activities andtransactions via social media environment

S-commerce ⊂ E-commerce OR S-commerce ⊃ E-commerce.

Characteristics of social commerce marketplaces

Sellers are individuals instead of firms.Sellers create product assortments as personalized online shops.Sellers can create links between personalized shopsSellers incentives is commission from sales.

In social commerce, sellers need not own merchandise butsimply manage it (Uber)

Buyers are spoilt for choice. Recommendation forendorsement from social network aids opinion formation anddecision making. *USP of S-commerce

Social Commerce

Why S-Commerce? Social Support and Subjective Norm

S-commerce strategies. Incentivize social media interaction,Promote user generated content, Viral marketing.

AdvantagesUser - More power to user, no physical travel, discounts anddeals, soliciting advice before buying, relationship buildingVendor - testing new products/ideas easily, marketunderstanding, better customer service

Disadvantages Benefits are intangible, Invasion of privacy,Insufficient security.

Social Commerce

Sentiment AnalysisSocial Network Analysis

Outline

1 Introduction

2 Social Commerce

Sentiment Analysis

Automatically analyzing social media posts to determine thesentiment of users towards a certain product, services, and/orcompanies

Techniques . Clustering and classification, linguistictechniques (adverbs and adjectives), sentiment lexicon, trendanalysis

Applications Companies ”listen in ” to social media (Kraftdecision on trans fat), Predict stock prices, trend analysis fordesign and marketing clues.

Sentiment Analysis

Outline

1 Introduction

2 Social Commerce

Social Network Analysis

Social network as a graph where users are the nodes andthe relations between them are the edges.Node - hub or authority Hubs are users who follow otherswhereas authorities are users who are followed.Relation Social friendships often form between similar peoplewith shared interests and can be used in predictive modeling.

(a) Title A (b) Title B

Figure: Social Media Network

Techniques . Component analysis, Network size, networkdensity, average degree, average path length, diameter,modularity, and average clustering coefficient

Applications viral marketing and other social marketingstrategies, advertising campaigns and execute customermanagement measures, predictive modelling of customerbehaviour, route customer services differently through socialmedia, social search.

Techniques . Component analysis, Network size, networkdensity, average degree, average path length, diameter,modularity, and average clustering coefficient

Applications viral marketing and other social marketingstrategies, advertising campaigns and execute customermanagement measures, predictive modelling of customerbehaviour, route customer services differently through socialmedia, social search.

Summary and Future Directions

Summary Covered - Sentiment Analysis, Complex Networks,Social Media CommerceNot covered - advertising perspective and investigatecustomer psychology.

Potential A third of adult Internet users under 30 are gettingtheir information from what their friends post on social media

Future Research . Using input from customers to design andimprove products, Social media marketing, Assess customerservice,Improve product recommendations, Suitability of anetwork for s-commerceBetter sentiment analysis on the posts will lead to effectiveuse of this powerful tool.

Appendix For Further Reading

For Further Reading I

Turban, Efraim , Bolloju, Narasimha and Liang, Ting-Peng.Social Commerce: An e-Commerce Perspective.Proceedings of the 12th International Conference on ElectronicCommerce: Roadmap for the Future of Electronic Business,2010

Erik Cambria, Grassi, Marco, Hussain, Amir and Havasi,CatherineSentic Computing for social media marketing.Multimedia Tools & Applications

http://www.chainstoreage.com/article/survey-social-commerce-comes-age

survey of social commerce research€¦ · social commerce technologies behind social commerce...

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