Content and Sentiment Analysis on Online Social Networks (OSNs)

The growing importance of the internet and online social networks (OSNs) has opened new doors to the digital humanities. Researchers have started to explore approaches and strategies available through social media and particularly through OSNs, but this field is still little unexplored and it requires further study.

[1]  Leonard M. Freeman,et al.  A set of measures of centrality based upon betweenness , 1977 .

[2]  Klaus Krippendorff,et al.  Content Analysis: An Introduction to Its Methodology , 1980 .

[3]  Ronald S. Burt,et al.  Network items and the general social survey , 1984 .

[4]  A. Neumaier,et al.  Distance Regular Graphs , 1989 .

[5]  P. Burnard A method of analysing interview transcripts in qualitative research. , 1991, Nurse education today.

[6]  R. Ramanathan,et al.  Group preference aggregation methods employed in AHP: An evaluation and an intrinsic process for deriving members' weightages , 1994 .

[7]  C. Dragone,et al.  LARnet, a local access router network , 1995, IEEE Photonics Technology Letters.

[8]  Richard A. Krueger,et al.  Analyzing and Reporting Focus Group Results , 1997 .

[9]  J. Gross,et al.  Graph Theory and Its Applications , 1998 .

[10]  Duncan J. Watts,et al.  Collective dynamics of ‘small-world’ networks , 1998, Nature.

[11]  Michalis Faloutsos,et al.  On power-law relationships of the Internet topology , 1999, SIGCOMM '99.

[12]  Cohen,et al.  Resilience of the internet to random breakdowns , 2000, Physical review letters.

[13]  Jacob Goldenberg,et al.  Talk of the Network: A Complex Systems Look at the Underlying Process of Word-of-Mouth , 2001 .

[14]  Svend Hollensen,et al.  Marketing Management : A Relationship Approach , 2013 .

[15]  Jeonghee Yi,et al.  Sentiment analysis: capturing favorability using natural language processing , 2003, K-CAP '03.

[16]  D. Watts,et al.  An Experimental Study of Search in Global Social Networks , 2003, Science.

[17]  Anne-Marie Kermarrec,et al.  Epidemic information dissemination in distributed systems , 2004, Computer.

[18]  Peter Ingwersen,et al.  Toward a basic framework for webometrics , 2004, J. Assoc. Inf. Sci. Technol..

[19]  Dwayne D. Gremler,et al.  Electronic word-of-mouth via consumer-opinion platforms: What motivates consumers to articulate themselves on the Internet? , 2004 .

[20]  K. Krippendorff Reliability in Content Analysis: Some Common Misconceptions and Recommendations , 2004 .

[21]  Andrew J. Czaplewski,et al.  eWOM: The impact of customer-to-customer online know-how exchange on customer value and loyalty , 2006 .

[22]  Andrea Esuli,et al.  SENTIWORDNET: A Publicly Available Lexical Resource for Opinion Mining , 2006, LREC.

[23]  Lillian Lee,et al.  Opinion Mining and Sentiment Analysis , 2008, Found. Trends Inf. Retr..

[24]  Panos M. Pardalos,et al.  Data Mining Via Entropy and Graph Clustering , 2007 .

[25]  D. Garrison,et al.  Methodological Issues in the Content Analysis of Computer Conference Transcripts , 2007 .

[26]  David J. Cooper,et al.  Social Interaction Effects and Choice Under Uncertainty. An Experimental Study , 2008 .

[27]  N. Ellison,et al.  Social capital, self-esteem, and use of online social network sites: A longitudinal analysis , 2008 .

[28]  Grant Norris,et al.  E-Business and ERP: Transforming the Enterprise , 2008 .

[29]  K. Pauwels,et al.  Effects of Word-of-Mouth versus Traditional Marketing: Findings from an Internet Social Networking Site , 2009 .

[30]  Tia Fisher,et al.  ROI in social media: A look at the arguments , 2009 .

[31]  Chris Murdough Social Media Measurement , 2009 .

[32]  James Bailey,et al.  Document clustering of scientific texts using citation contexts , 2010, Information Retrieval.

[33]  Desheng Dash Wu,et al.  Using text mining and sentiment analysis for online forums hotspot detection and forecast , 2010, Decis. Support Syst..

[34]  Michalis Faloutsos,et al.  Online social networks , 2010, IEEE Network.

[35]  Danah Boyd,et al.  Social Network Sites: Definition, History, and Scholarship , 2007, J. Comput. Mediat. Commun..

[36]  John Skvoretz,et al.  Node centrality in weighted networks: Generalizing degree and shortest paths , 2010, Soc. Networks.

[37]  D. Hoffman,et al.  Can You Measure the ROI of Your Social Media Marketing , 2010 .

[38]  Hosung Park,et al.  What is Twitter, a social network or a news media? , 2010, WWW '10.

[39]  Gary King,et al.  A Method of Automated Nonparametric Content Analysis for Social Science , 2010 .

[40]  Victoria L. Crittenden,et al.  We're all connected: The power of the social media ecosystem , 2011 .

[41]  A. Kaplan,et al.  Two hearts in three-quarter time: How to waltz the social media/viral marketing dance , 2011 .

[42]  Bruno S. Silvestre,et al.  Social Media? Get Serious! Understanding the Functional Building Blocks of Social Media , 2011 .

[43]  Patrick Paroubek,et al.  Text Representation Using Dependency Tree Subgraphs for Sentiment Analysis , 2011, DASFAA Workshops.

[44]  Lars Backstrom,et al.  The Anatomy of the Facebook Social Graph , 2011, ArXiv.

[45]  G. Dominici E-Business Model: A Content Based Taxonomy of Literature , 2012 .

[46]  Lei Zhang,et al.  A Survey of Opinion Mining and Sentiment Analysis , 2012, Mining Text Data.

[47]  John T. Boardman,et al.  Requirements dependencies: the emergence of a requirements network , 2012, Int. J. Comput. Appl. Technol..

[48]  Akshi Kumar,et al.  Sentiment Analysis on Twitter , 2012 .

[49]  Marco Rosa,et al.  Four degrees of separation , 2011, WebSci '12.

[50]  Brendan R. Watson,et al.  Analyzing Media Messages , 2023 .

[51]  Ana Isabel Canhoto,et al.  Bittersweet! Understanding and Managing Electronic Word of Mouth , 2013 .

[52]  V. Kumar,et al.  Increasing the ROI of social media marketing , 2013, IEEE Engineering Management Review.

[53]  V. Kumar,et al.  Practice Prize Winner - Creating a Measurable Social Media Marketing Strategy: Increasing the Value and ROI of Intangibles and Tangibles for Hokey Pokey , 2013, Mark. Sci..

[54]  Jennifer Howard-Grenville,et al.  Blind Dates and Arranged Marriages: Longitudinal Processes of Network Orchestration , 2013 .

[55]  Irem Demirkan,et al.  Exploring the Role of Network Characteristics, Knowledge Quality, and Inertia on the Evolution of Scientific Networks , 2013 .

[56]  Daniel Riffe,et al.  Analyzing media messages: Using quantitative content analysis in research, Third edition , 2014 .

[57]  Youji Kohda,et al.  A Method for Opinion Mining of Coffee Service Quality and Customer Value by Mining Twitter , 2014, KICSS.

[58]  Michael R. Baye,et al.  Search Engine Optimization: What Drives Organic Traffic to Retail Sites? , 2014 .

[59]  Stefano M. Iacus,et al.  Social media e sentiment analysis : l'evoluzione dei fenomeni sociali attraverso la rete , 2014 .

[60]  Rosa M. Carro,et al.  Sentiment analysis in Facebook and its application to e-learning , 2014, Comput. Hum. Behav..

[61]  Dimitrios Buhalis,et al.  Social Media Return on Investment and Performance Evaluation in the Hotel Industry Context , 2015, ENTER.

[62]  Tracy L. Tuten,et al.  Creative Strategies in Social Media Marketing: An Exploratory Study of Branded Social Content and Consumer Engagement , 2015 .

[63]  Wai Ming To,et al.  Content Analysis of Social Media: A Grounded Theory Approach , 2015 .

[64]  Yau-Hwang Kuo,et al.  Integrated microblog sentiment analysis from users’ social interaction patterns and textual opinions , 2015, Applied Intelligence.

[65]  Mario Cannataro,et al.  Using Social Networks Data for Behavior and Sentiment Analysis , 2015, IDCS.

[66]  Naveen Amblee The impact of eWOM density on sales of travel insurance , 2016 .

[67]  Francesco Caputo,et al.  Small world theory and the World Wide Web: linking small world properties and website centrality , 2016 .

[68]  Amy Van Looy Search Engine Optimization , 2016 .

[69]  Maria Lexhagen,et al.  Topic Detection: Identifying Relevant Topics in Tourism Reviews , 2016, ENTER.

[70]  Lei Zhang,et al.  Sentiment Analysis and Opinion Mining , 2017, Encyclopedia of Machine Learning and Data Mining.