Corporate Core Values and Social Responsibility: What Really Matters to Whom
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Brand Intelligence Analytics
1 Brand Intelligence Analytics Fronzetti Colladon, A., Grippa, F. This is the preprint of the following book chapter, please cite as: Fronzetti Colladon, A., & Grippa, F. (2020). Brand Intelligence Analytics. In A. Przegalinska, F. Grippa, & P. A. Gloor (Eds.), Digital Transformation of Collaboration (pp. 125–141). Springer Nature Switzerland. https://doi.org/10.1007/978-3- 030-48993-9_10 2 Brand Intelligence Analytics Andrea Fronzetti Colladona, 1, Francesca Grippab a University of Perugia, Department of Engineering, Perugia, Italy, [email protected] b Northeastern University, Boston, MA, USA, [email protected] “In God we trust. All others must bring data.” W. Edwards Deming Abstract – Leveraging the power of big data represents an opportunity for brand managers to reveal patterns and trends in consumer perceptions, while monitoring positive or negative associations of the brand with desired topics. This chapter describes the functionalities of the SBS Brand Intelligence App (SBS BI), which has been designed to assess brand importance and provides brand analytics through the analysis of (big) textual data. To better describe the SBS BI’s functionalities, we present a case study focused on the 2020 US Democratic Presidential Primaries. We downloaded 50,000 online articles from the Event Registry database, which contains both mainstream and blog news collected from around the world. These online news articles were transformed into networks of co-occurring words and analyzed by combining methods and tools from social network analysis and text mining. 1. Introduction: A Brand Intelligence Framework In this paper, we describe a new dashboard and web app to assess brand image and importance through the analysis of textual data and using the composite indicator known as Semantic Brand Score (SBS) [1, 2]. -
Ten Years of Sentic Computing
Cognitive Computation https://doi.org/10.1007/s12559-021-09824-x Ten Years of Sentic Computing Yosephine Susanto1 · Erik Cambria1 · Bee Chin Ng1 · Amir Hussain2 Received: 30 December 2020 / Accepted: 6 January 2021 © The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021 Abstract Sentic computing is a multi-disciplinary approach to sentiment analysis at the crossroads between afective computing and commonsense computing, which exploits both computer and social sciences to better recognize, interpret, and process opin- ions and sentiments over the Web. In the last ten years, many diferent models (such as the Hourglass of Emotions and Sentic Patterns), resources (such as AfectiveSpace and SenticNet), algorithms (such as Sentic LDA and Sentic LSTM), and applica- tions (such as Sentic PROMs and Sentic Album) have been developed under the umbrella of sentic computing. In this paper, we review all such models, resources, algorithms, and applications together with the key shifts and tasks introduced by sentic computing in the context of afective computing and sentiment analysis. We also discuss future directions in these felds. Introduction only at document, page, or paragraph level, but also at sen- tence, clause, and concept level. With the recent development of deep learning, research in In this paper, we review key sentic computing models, artifcial intelligence (AI) has gained new vigor and promi- resources, algorithms, and applications together with the nence. Machine learning, however, sufers from three big works that have been using them in the context of afective issues, namely: computing and sentiment analysis during the last decade. -
Social VC No Authors
Paper to be presented at DRUID21 Copenhagen Business School, Copenhagen, Denmark October 18-20, 2021 The identity of Social Impact Venture Capitalists: exploring social linguistic positioning and linguistic distinctiveness through text mining Laura Toschi University o f Bologna Department of Management [email protected] Elisa Ughetto Politecnico di Torino Department of Management and Production Engineering [email protected] Andrea Fronzetti Colladon Università degli Studi di Perugia Department of Engineering [email protected] Abstract Impact investing is gaining momentum as an investment practice that optimizes both financial and social outcomes. However, the market is still in its emerging stage and there is ambiguity regarding the definition of players and practices. In this paper, we adopt an investor identity perspective and use a linguistic approach to explore how Social Impact Venture Capitalists communicate their identities and actions to their external stakeholders. Through a text mining analysis of the websites of 195 investors worldwide, our results reveal four types of investors who differ in terms of their social linguistic positioning and linguistic distinctiveness. The identity of Social Impact Venture Capitalists: exploring social linguistic positioning and linguistic distinctiveness through text mining Abstract Impact investing is gaining momentum as an investment practice that optimizes both financial and social outcomes. However, the market is still in its emerging stage and there is ambiguity regarding the definition of players and practices. In this paper, we adopt an investor identity perspective and use a linguistic approach to explore how Social Impact Venture Capitalists communicate their identities and actions to their external stakeholders. Through a text mining analysis of the websites of 195 investors worldwide, our results reveal four types of investors who differ in terms of their social linguistic positioning and linguistic distinctiveness. -
Social Media and Customer Engagement in Tourism: Evidence from Facebook Corporate Pages of Leading Cruise Companies
Social Media and Customer Engagement in Tourism: Evidence from Facebook Corporate Pages of Leading Cruise Companies Giovanni Satta, Francesco Parola, Nicoletta Buratti, Luca Persico Department of Economics and Business Studies and CIELI, University of Genoa, Italy, email: [email protected] (Corresponding author), [email protected], [email protected], [email protected] Roberto Viviani email: [email protected] Department of Economics and Business Studies, University of Genoa, Italy Abstract In the last decade, an increasing number of scholars has challenged the role of Social Media Marketing (SMM) in tourism. Indeed, Social Media (SM) provide undoubted opportunities for fostering firms’ relationships with their customers, and online customer engagement (CE) has become a common objective when developing communication strategies. Although extant literature appear very rich and heterogeneous, only a limited number of scholars have explored which kind of contents, media and posting day would engage tourists on social media. Hence, a relevant literature gap still persists, as tourism companies would greatly benefit from understanding how posting strategies on major social media may foster online CE. The paper investigates the antecedents of online CE in the tourism industry by addressing the posting activities of cruise companies on their Facebook pages. For this purpose, we scrutinize the impact of post content, format and timing on online CE, modelled as liking, commenting and sharing. In particular, we test the proposed model grounding on an empirical investigation performed on 982 Facebook posts uploaded by MSC Crociere (446), Costa Crociere (331) and Royal Caribbean Cruises (205) in a period of 12 month. -
A Study on How Wendy's Use Different Forms of Audience Engagement In
Audience Engagement on Social Media – A Study on how Wendy’s Use Different Forms of Audience Engagement in their Social Media Posts Emma Kauppila Pro gradu-avhandling i engelska språket och litteraturen Handledare: Brita Wårvik Fakulteten för humaniora, psykologi och teologi Åbo Akademi (2019) ÅBO AKADEMI – FAKULTETEN FÖR HUMANIORA, PSYKOLOGI OCH TEOLOGI Abstrakt för avhandling pro gradu Ämne: Engelska språket och litteraturen Författare: Emma Kauppila Arbetets titel: Audience Engagement on Social Media – A Study on how Wendy’s Use Different Forms of Audience Engagement in their Social Media Posts Handledare: Brita Wårvik Handledare: Abstrakt: Social media have acquired important roles in both private and public matters. While creating different networks for people to connect with each other, social media also create networks where businesses can connect with their consumers and create and maintain an online relationship with them. In order to create a valuable relationship the businesses need to know how to interact with their online audience. The businesses also need to listen to their audiences so that they learn what the audience actually is expecting from the business. This leads to the need of audience engagement, i.e. interactive communication between the business and the audience. In order to create a situation where engagement is likely to take place, online users can use different forms of audience engagement in their online content. The purpose of this thesis is to study the language used online on social media and how that language can be used to create audience engagement. The research questions the thesis attempts to answer are 1. What forms of audience engagement can be found and defined? 2. -
Chapter 14 the Political Economy of Capitalist and Alternative Social Media Christian Fuchs and Marisol Sandoval
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by WestminsterResearch Chapter 14 The Political Economy of Capitalist and Alternative Social Media Christian Fuchs and Marisol Sandoval Fuchs, Christian and Marisol Sandoval. 2015. The Political Economy of Capitalist and Alternative Social Media. In The Routledge Companion to Alternative and Community Media, ed. Chris Atton, 165-175. London: Routledge. <165> This chapter provides an overview of political economy questions that arise when discussing the relationship of capitalist and alternative social media. We begin by clarifying the notion of social media, before going on to examine aspects of the political economy of alternative media. We then apply these aspects to the realm of social media in order to discuss the relationship between capitalist and alternative social media. This includes a discussion of the contradictory character of social media in the Occupy movement. What are social media? During the past fifteen years, a number of new platforms have become prominent and now range among the 50 most-accessed World Wide Web (WWW) sites in the world (alexa.com 2013). They include: • social networking sites: Facebook (#2, founded in 2004), LinkedIn (#8, 2003), VKontakte (#22, 2006); • video-sharing platforms: YouTube (#3, 2005), XVideos (#41, 1997); • wikis: Wikipedia (#6, 2001); • blogs: Blogspot (#12, 1999), Wordpress (#15, 2003), Blogger (#38, 1999); • microblogs: Twitter (#10, 2006), Sina Weibo (#34, 2009); • online pinboards: Tumblr (#25, 2007), Pinterest (#27, 2010); and • photo-sharing sites: Instagram (#37, 2010). These platforms allow users to generate and share texts and multimedia contents and/or to collaboratively create and edit content and/or to communicate with a <166> self-defined network of contacts and friends. -
Brand Intelligence Analytics for the 2020 US Democratic Presidential Primaries
Brand Intelligence Analytics for the 2020 US Democratic Presidential Primaries Francesca Grippa† Andrea Fronzetti Colladon College of Professional Studies Department of Engineering Northeastern University University of Perugia Boston, MA USA Perugia, Italy [email protected] [email protected] ABSTRACT modeling, sentiment analysis and the study of word co-occurrences – which help reveal patterns and trends in voters’ perceptions, We describe a new web application (SBS BI, identifying positive, neutral or negative associations of political https://bi.semanticbrandscore.com) designed to assess brand image brands with other topics. Some examples of the app functionalities and importance through the analysis of textual data. The App are provided in the following. calculates the Semantic Brand Score (SBS) [1] as its main measure. Biden’s positioning is constantly higher than the others, which It also contains modules to fetch online news and tweets. The indicates a higher frequency with which the Biden name appears in 1 fetching modules use the Twitter API and the Event Registry API the online news, but also a higher lexical diversity and connectivity. [2] in order to collect data. In addition, a dedicated option gives The textual association between political brands and other concepts 2 users the opportunity to connect to the Telpress platform, for the indicates that the most frequently used words in the specific collection of news. After uploading a csv file, users can set a timeframe for Biden were Burisma, Hunter and investigation – number of parameters, such as the language and time intervals of while the topics associated to the other candidates are more diverse the analysis, the word co-occurrence range, and the minimum co- and refer directly to their specific agenda points (see Figure 1). -
COVID—19 Crisis"
Forecasting financial markets with semantic network analysis in the COVID—19 crisis" Andrea Fronzetti ColladonT Stefano GrassiIt Francesco Ravazzolo§ Francesco Violante11 TUniversity of Perugia iUniversity of Rome ’Tor Vergata’ §Free University of Bozen—Bolzano and CAMP, BI Norwegian Business School ENSAE — Ecole nationale de la Statistique et de 1’ Administration Economique, CREST and CREATES November 30, 2020 Abstract This paper uses a new textual data index for predicting stock market data. The index is applied to a large set of news to evaluate the importance of one or more general economic related keywords appearing in the text. The index assesses the importance of the economic related keywords, based on their frequency of use and semantic network position. We apply it to the Italian press and construct indices to predict Italian stock and bond market returns and volatilities in a recent sample period, including the COVID—19 crisis. The evidence ShOWS that the index captures the different phases of financial time series well. Moreover, results indicate strong evidence of predictability for bond market data, both returns and volatilities, Short and long maturities, and stock market volatility. *The authors are grateful to Vincenzo D’Innella Capano, CEO of Telpress International B.V., and to Lamberto Celommi, for making the news data available and for the support received during the data collection process. The computing resources and the related technical support used for this study were provided by CRESCO/ENEAGRID High Performance Computing infrastructure and its staff. CRESCO/ENEAGRID High Performance Computing in— frastructure is funded by ENEA, the Italian National Agency for New Technologies, Energy and Sustainable Economic Development and by Italian and European research programs, see http://WWW.cresco.enea.it/english for information. -
Social Media Game Plan: IP and Marketing Law Playbook by Feras Mousilli and Barry M
Social Media Game Plan: IP and Marketing Law Playbook By FeraS MousillI and Barry M. Benjamin For corporate attorneys who are still waiting for the so- cial media craze to fade away, you can no longer ignore the statistics: Two-thirds of the global internet popula- tion visit social media sites. If you believe your company can ignore the Facebook phenomenon, it would be tantamount to ignoring a market bigger than the eighth most populated country in the world. Social networking has exploded in popularity so quickly and become so ingrained in our daily lives that we can no longer think of it as “new media.” Companies hosting and participating in social media face numerous potential legal minefields — new court decisions come at a dizzying pace, often interpreting relatively new statutes that lack established precedents. Furthermore, as the line between “company time” and “personal time” blurs, companies struggle with the right balance between an employee’s free speech rights and restrictions to protect the company when the employee engages in social media. Protecting company intellectual property is yet another challenge. Whether dealing with “friendly” (fan sites) or “unfriendly” (gripe sites) situations, fashioning appropriate, consistent responses can be an arduous task. There are, however, a number of measures that can minimize risks of engag- ing in social media. ACC Docket 105 September 2010 Hosting social media — legal issues publish the problematic content, thus making the as a publisher problematic content a statement by the magazine Companies that were long content to publish itself, as opposed to the library, which merely brochure-type websites now feel compelled to provides access. -
Topic, Sentiment and Impact Analysis: COVID19 Information Seeking on Social Media
Topic, Sentiment and Impact Analysis: COVID19 Information Seeking on Social Media Md Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam Queensland University of Technology Brisbane, Queensland, Australia {m1.bashar,r.nayak,t.balasubramaniam}@qut.edu.au ABSTRACT An insight into an outbreak is essential for controlling infectious When people notice something unusual, they discuss it on social diseases and identifying subsequent mental and social issues [2]. media. They leave traces of their emotions via text expressions. A This will help in reducing costs to the economy over the long term systematic collection, analysis, and interpretation of social media and bringing harmony to the society. Especially, early detection data across time and space can give insights on local outbreaks, helps in placing strategies and resources for an appropriate and mental health, and social issues. Such timely insights can help in de- efficient response. On social media, people discuss things thatthey veloping strategies and resources with an appropriate and efficient observe in community [2] They leave traces of their emotions via response. This study analysed a large Spatio-temporal tweet dataset text expressions [9]. A systematic collection, analysis, and interpre- of the Australian sphere related to COVID19. The methodology tation of social media data can give insight into an outbreak. Twitter included a volume analysis, dynamic topic modelling, sentiment is one of the most popular micro-blogging social media websites detection, and semantic brand score to obtain an insight on the where users express their thoughts and opinions on real-world COVID19 pandemic outbreak and public discussion in different events[7]. Social scientists have used tweet datasets for various states and cities of Australia over time. -
Traditional and Independent Media in the Brazilian Public Sphere on the Age of Crisis, Social Media and the Precariat
Traditional and Independent Media in the Brazilian Public Sphere On the age of crisis, social media and the precariat MA Thesis Name of author: Lucas Pascholatti Carapiá Student number: 640146 Track: Global Communication Department of Culture Studies School of Humanities August 2017 Supervisor: Piia Varis Second reader: Jan Blommaert Table of Contents 1) INTRODUCTION ......................................................................................................................................... 6 2) METHODOLOGY ........................................................................................................................................ 8 A) Max Horkheimer and Rationality in the Contemporary Social Philosophy – Criticism regarding the empirical analytical method ..................................................................................................................... 8 B) Key Events and Data Collection ............................................................................................................ 9 C) Critical Online Ethnography ................................................................................................................ 12 3) THEORETICAL BACKGROUND .................................................................................................................. 14 A) Public sphere, the utopia and ideology behind it ............................................................................... 14 B) Communicative capitalism and the public sphere ............................................................................ -
Social Media Monopolies and Their Alternatives 2
EDITED BY GEERT LOVINK AND MIRIAM RASCH INC READER #8 The Unlike Us Reader offers a critical examination of social media, bringing together theoretical essays, personal discussions, and artistic manifestos. How can we understand the social media we use everyday, or consciously choose not to use? We know very well that monopolies control social media, but what are the alternatives? While Facebook continues to increase its user population and combines loose privacy restrictions with control over data, many researchers, programmers, and activists turn towards MIRIAM RASCH designing a decentralized future. Through understanding the big networks from within, be it by philosophy or art, new perspectives emerge. AND Unlike Us is a research network of artists, designers, scholars, activists, and programmers, with the aim to combine a critique of the dominant social media platforms with work on ‘alternatives in social media’, through workshops, conferences, online dialogues, and publications. Everyone is invited to be a part of the public discussion on how we want to shape the network architectures and the future of social networks we are using so intensely. LOVINK GEERT www.networkcultures.org/unlikeus Contributors: Solon Barocas, Caroline Bassett, Tatiana Bazzichelli, David Beer, David M. Berry, Mercedes Bunz, Florencio Cabello, Paolo Cirio, Joan Donovan, EDITED BY Louis Doulas, Leighton Evans, Marta G. Franco, Robert W. Gehl, Seda Gürses, Alexandra Haché, Harry Halpin, Mariann Hardey, Pavlos Hatzopoulos, Yuk Hui, Ippolita, Nathan Jurgenson, Nelli Kambouri, Jenny Kennedy, Ganaele Langlois, Simona Lodi, Alessandro Ludovico, Tiziana Mancinelli, Andrew McNicol, Andrea Miconi, Arvind Narayanan, Wyatt Niehaus, Korinna Patelis, PJ Rey, Sebastian SOCIAL MEDIA MONOPOLIES Sevignani, Bernard Stiegler, Marc Stumpel, Tiziana Terranova, Vincent Toubiana, AND THEIR ALTERNATIVES Brad Troemel, Lonneke van der Velden, Martin Warnke and D.E.