Marketing and Smart Technologies - Proceedings of ICMarkTech (Full Volume)



Marketing and Smart Technologies - Proceedings of ICMarkTech 2024, Volume 1.


This book includes selected papers presented at the International Conference on Marketing and Technologies (ICMarkTech 2024), held at University of Azores, Ponta Delgada, Azores, Portugal, between December 5 and 7, 2024. It covers up-to-date cutting-edge research on artificial intelligence applied in marketing, virtual and augmented reality in marketing, business intelligence databases and marketing, data mining and big data, marketing data science, web marketing, e-commerce and v-commerce, social media and networking, geomarketing and IoT, marketing automation and inbound marketing, machine learning applied to marketing, customer data management and CRM, and neuromarketing technologies.


Part I Artificial Intelligence Applied in Marketing

1 From Concept to Practice: How Managers Are Integrating AI

into Business Marketing ....................................... 3

Na Bai

2 New Technologies in Casino Marketing.......................... 23

Matthew Tingchi Liu, Sharon Xiao Wang, Hoi Ngan Loi,

and Manman Xu

3 AI-Driven Facial Emotion Analysis for Customer Emotion

Recognition—An Explanatory Study............................ 39

Paulina Rutecka and Anna Adamczyk

4 Application of AI in E-Commerce Strategies: The Current

State Among Swiss E-Commerce Providers...................... 57

Anna V. Rozumowski, Bettina Beurer-Züllig, Marc K. Peter,

Alain Neher, Danilo Siscaro, and Darius Zumstein

5 Generative AI Adoption and Use by Micro-enterprises:

Validation of the Measurement Instrument ...................... 77

Artur Strzelecki, Małgorzata Pańkowska, and Mariia Rizun

6 Portuguese Perception About Artificial Intelligence: A Pilot

Study ........................................................ 93

Bruno Morgado Ferreira, Manuel Reis, and Pedro Castro

7 Robotic Process Automation Comparative Analysis of Market

Solutions ..................................................... 101

Arlindo Silva, Henrique São Mamede, Vitor Santos,

Arnaldo Santos, and Clara Silveira

vii

viii Contents

8 Hey Robot, Here’s My Data: The Impact of AI on Joining

Digital B2B Platforms ......................................... 125

Josef Harasser, Verena Wecklein, Franziska Kellerer,

and Stefan Mang

9 Evolutionary Scenario of Brand Management

and Communication, Through the Integration of AI:

A Bibliometric Analysis........................................ 145

Andreia Pires and Amélia Brandão

10 The Role of AI in B2B E-business............................... 173

Hesam Jafarzadeh, Dušan Barać, and Milica Simić

11 A Systematic Review on AI in Marketing: Personalization

of Advertising Campaigns and Impact on Customer

Satisfaction................................................... 193

David Anjos Abreu, Margarida Lima Silva, Joana Neves,

Lara Mendes Bacalhau, and Vasco Santos

12 Determinants of Satisfaction and Initial Trust in Chatbots

and Their Impact on Customer Engagement in the Private

Healthcare Sector............................................. 211

Natalia Giselle Saldivar Espejo, Sol Marina Vivanco Kassay,

and Hector Mendoza Cuellar

13 Artificial Intelligence and Gamification as Resources

for Brand Positioning in the Market: Brief Review ............... 223

Renato M. Toasa, Angélica Victoria Guillén Pinargote,

and David Martínez

14 Determinants and Barriers in the Intention to Use Digital

Voice Assistants for the Home .................................. 235

Claudia Espinoza-Uriarte, Valentina Mendoza-Morillas,

and Martín Mauricio-Andía

15 Co-creation with Generative Artificial Intelligence

in the Development of Digital Interfaces ......................... 249

Ana Rita Correia and Jorge Brandão Pereira

16 Evaluating the Impact of MarkTech on Digital Transformation

in the EU-27 Companies: An AI-Driven Predictive Model

Approach..................................................... 263

Victor Santos and Pedro Malta

17 Knowledge Discovery from Urban Mobility Data in Guimarães.... 279

Carlos Alves, José Costa, Luís Mendes Gomes, and José Machado

18 Human Resources and Marketing in the Age of Artificial

Intelligence: A Systematic Literature Review .................... 295

Susana Alves Pereira and Pedro Mota Veiga

Contents ix

Part II Data Mining and Big Data—Marketing Data Science

19 Model of Student Dropout in Higher Education Institutions

Supported by Data Mining Techniques for the Use

of Educational Marketing...................................... 313

José A. M. Victor, Carlos Enrique Montenegro Marin,

Paulo Alonso Gaona Garcia, Rui Carreira,

and Franklin Guillermo Montenegro Marin

Part III Digital Marketing and Branding

20 Transversal Digital Marketing Curriculum Design ............... 335

Paulo Botelho Pires, José Duarte Santos, Pedro Quelhas de Brito,

and Catarina Delgado

21 Beyond the Click: The Evolution of Digital Marketing and Its

Ethical Dilemmas ............................................. 349

David Melo, Beatriz Castro, Leonor Spínola, Luísa Brandão,

and Manuel Au-Yong-Oliveira

22 Factors that Influence the Purchase Intention of Sustainable

Clothing...................................................... 365

Diana Roriz, Sandrina Teixeira, Sara Teixeira, and Zaila Oliveira

Part IV Innovative Business Models and Applications for Smart

Cities

23 Core Organizational Societal Impact (COSI)—An Evolving

Model........................................................ 381

João M. S. Carvalho

24 Harnessing Artificial Intelligence for Smart City Development:

A Governance Perspective in Republic of Serbia ................. 401

Dejana Kresović and Dragan Vukmirović

25 Novel Tool for Literature Discovery and Analysis

Demonstrated on the Exploration of Methods for Traceable

and Sustainable Value Chains .................................. 417

Nikola Vojičić, Davor Sekulski, and Vladimir Urošević

26 IT Ecosystem for Decentralized Science ......................... 435

Lidija Paunović and Zorica Bogdanović

27 Application of Open Innovations in Railway Transport

and Their Importance for the Improvement of Railways .......... 447

Danijela Stojanović, Nenad Stanisavljević, and Dijana Stojanović

28 Federated Learning in Healthcare: Improving Collaboration

and Privacy................................................... 463

Ana Kovačević

x Contents

Part V Machine Learning Applied to Marketing

29 Uncovering the Determinants of Marketing Innovation:

A Machine Learning Approach................................. 479

Pedro Mota Veiga

30 Profiling Financial Knowledge in a Portuguese Population:

A Machine Learning Approach................................. 499

Dora Melo, Isabel Clímaco, Ana Paula Quelhas,

and Manuela Larguinho

31 In-Store Traffic Patterns Relevance for Customer Attention

at Shelf....................................................... 517

NatašaĐurđević, Tatjana Mamula Nikolić, and Nenad Lozović

32 Post-COVID-19 Tourist Satisfaction in Retiro Park:

Sentiment Analysis and Prediction Using Online Reviews ......... 529

Ziwei Shu and Pablo Villarrubia Sánchez

Part VI Metaverse and NFT Applied to Marketing

33 Marketing: A Conceptual Framework.......................... 543

Tiina Kemppainen, Matti Leppäniemi, Valtteri Tomminen,

and Eero Koskinen

34 Metaverse and Chatbots for Luxury Brands: A Literature

Review and Future Research Directions......................... 559

Joana Neves, Miguel Cachulo Pereira, and Lara Mendes Bacalhau

Part VII Mobile Marketing and Wearable Technologies

35 Exploring the 5 V Manifestations of ArtTech..................... 575

Gianluca Galeno, Valerio Stallone, and Linard Barth

36 Marketplace Mobile Applications: Predictors of Repurchase

from the S-O-R Model Perspective .............................. 591

Alessia Fernández-Blanco, Gustavo Condori-Toncconi,

and Lucia Munayco-Abanto

37 Drivers for the Intention to Buy Wearables in a Latin

American Country............................................ 603

Jorge Cruz-Cárdenas, Andrés Palacio-Fierro,

Carlos Ramos-Galarza, and Guacyra Nascimento-Queiroz

38 User-Centered Mobility Development for Higher Education

Students...................................................... 613

Amanda Sato, Henrique Oliveira, Pedro Miguel Gaspar,

José Avelino Vìtor, Daniel Sampaio, and Rui Carreira

Contents xi

39 Exploring the Features of Branded Mobile Applications

for Music Festivals ............................................ 629

Miguel Cachulo Pereira and Alexandre Pericão

40 Mobile Banking Applications: The Road to Customer

Satisfaction and Continued Usage .............................. 641

Fátima Micaela Alama Porras, Fernanda Villarán Moreno,

and Pedro Bazo Quintana

Part VIII Neuromarketing Technologies

41 Examining the Impact of Animated Banner Attributes

on Marketing Advertisements: Insights from Eye-Tracking

Research..................................................... 663

Sónia Brito-Costa, Ana Rita Teixeira, Hugo de Almeida,

Silvia Espada, and Maria Antunes

42 Influence of Motion Dynamics on Time Perception and Visual

Attention in Automotive Advertising: An Eye Tracking Study..... 675

Ana Teixeira, Hugo de Almeida, and Sónia Brito-Costa

43 Understanding Tourist Content Preferences: An Eye-Tracking

Analysis of DMO Social Media Images.......................... 685

Rúben Pinhal, Ana Estima, and Paulo Duarte

44 Image Segmentation for MR Brain Tumor Detection Using

Deep Learning: A Review...................................... 701

G. Visalakshi and M. Laavanya

Part IX Technologies Applied to Tourism Marketing

45 Comparative Analysis of the Audiovisual Tourist Image

Projected by the Ministries of Peru, Colombia, and Ecuador

(2019–2020) ................................................... 727

Joseline Salazar and Angel Torres-Toukoumidis

46 Relevance of the Spatiotemporal Behavior of Tourists

and Residents to Tourism Planning and Marketing

of Successful Destinations ...................................... 739

Ruta Fontes, Rui Augusto da Costa, Márcio Martins,

Aida Carvalho, and Ricardo Correia

47 Agent-Based Modeling Study on Tourists’ Decisions

upon the Sustainable Tourism Image of Tourist Destinations ...... 753

Justyna Majewska, Agnieszka Niezgoda, and Szymon Truskolaski

48 The Perfect Match: A Practical Framework for Effective

Influencer Marketing in the Tourism Industry ................... 775

Bettina Beurer-Züllig, Anna V. Rozumowski, and Dominique Hauri

xii Contents

49 Tourists’ Perceptions and Trends in Destination Brands:

A Proposal for Evaluating Consumer Posts on Digital

Platforms..................................................... 793

Manuel Pinto Grunfeld, William Afonso Cantú,

and Nelson Pinheiro Gomes

50 How Social Influence Shapes Hotel Guests’ Tech-Savvy

Choices ...................................................... 811

Adriana F. Chim-Miki, Rui A. da Costa, and Fevzi Okumus

51 Smart Tourism Technologies and Memorable Tourist

Experiences in Relation to Revisit Intention in National

Tourist Destinations ........................................... 821

Guzmán Pérez, Alejandra Marina, Morales Alvarado,

Sharon Mishelle, and Hector Mendoza Cuellar

52 Digital Influencers in Tourism: How Instagrammers Affect

Destination Repurchases with Millennials ....................... 833

Susana Santos, Bernardo T. Chagas, and Catarina Sobreiras

53 A Proposal for a Virtual Museum of Peruvian Gastronomy ....... 849

Ana Alemán-Carmona, Carlos Del Pozo-Arana,

and Eliana Gallardo-Echenique

54 Study on the Influence of Distribution Channels and Criteria

for Purchasing Accommodation Services ........................ 859

Diana Foris, Teodora Maria Pănoiu, and Tiberiu Foris

Part X Virtual and Augmented Reality in Marketing

55 Navigating the Realities: Unpacking Consumer Behavior

in Metaverse Retailing Using Virtual and Augmented Reality

(VR/AR) ..................................................... 873

Joaquim Pratas, José Paulo Marques dos Santos,

and Pedro Quelhas Brito

56 The Role of Virtual Reality and Augmented Reality

in Enhancing Customer Experience: A Systematic Literature

Review....................................................... 897

Linh Truong, Tien Duc Vu, and Ha My Doan

57 Exploring the Influence of Virtual Reality on Customer

Sentiment Analysis: A Systematic Review ....................... 915

Rogério Silva, Ivo Pereira, Susana Nicola, and Ana Madureira

Contents xiii

58 Impacts of Augmented Reality in E-commerce: Advances

and Trends in 2024—A Literature Review ....................... 931

Carlos Alves, José Machado, and José Luís Reis

Author Index


Marketing and Smart Technologies - Proceedings of ICMarkTech 2023, Volume 2.


This book includes selected papers presented at the International Conference on Marketing and Technologies (ICMarkTech 2023), held at Faculty of Economics and Management (FEM), Czech University of Life Sciences Prague (CZU), in partnership with University College Prague (UCP), in Prague, Czech Republic, between 30 November and 2 December 2023. It covers up-to-date cutting-edge research on artificial intelligence applied in marketing, virtual and augmented reality in marketing, business intelligence databases and marketing, data mining and big data, marketing data science, web marketing, e-commerce and v-commerce, social media and networking, geomarketing and IoT, marketing automation and inbound marketing, machine learning applied to marketing, customer data management and CRM, and neuromarketing technologies.


Table of contents (57 papers)

Front Matter

Pages i-xiv

Download chapter PDF 

Blockchain Applied to Marketing

Front Matter

Pages 1-1

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Performance Benchmarking of Hyperledger Fabric Networks: Insights for Scalability and Optimization

Maryam Abbasi, Jose Silva, Paulo Vaz, Adelino Soares, Pedro Martins

Pages 3-15

Blockchain-Based C2C Business Models in a Smart City

Petar Lukovac, Milica Simić, Marija Duranović, Miloš Radenković, Aleksandra Labus

Pages 17-28

An E-Business Model for the Fashion Industry Based on Blockchain Technologies and NFTs

Milica Simić, Vukašin Despotović, Marko Suvajdžić, Tamara Naumović, Zorica Bogdanović

Pages 29-41

Business Intelligence Databases and Marketing

Front Matter

Pages 43-43

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Effective Indices for Market Share Estimation in Concept Testing

Takumi Kato, Yu Zhu, Yosuke Ichiki, Rina Takizawa, Takumi Ohno, Takahiko Umeyama et al.

Pages 45-56

Digitalization of Project Management—A Bibliometric Analysis

Zornitsa Yordanova

Pages 57-68

Navigating the Portuguese Digital Landscape: Martech Systems’ Adoption, Digital Intensity, Transition and Transformation

Caterina Foà, Nuno Geada

Pages 69-85

Cultural Trends and Destination Brands: Semiotic and Coolhunting Protocols for the Analysis of Advertisements

Nelson Pinheiro Gomes, Manuel Pinto Grunfeld

Pages 87-102

Customer Data Management and CRM

Front Matter

Pages 103-103

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Hyper-Personalisation in Wine Industry a Scoping Review

João Félix, João M. S. Carvalho, Sílvia Faria

Pages 105-127

Customer Relationship Management: The Case of Ecuadorian Companies

Diana Morales-Urrutia

Pages 129-138

Prevention and Road Safety Campaigns Through Emotion in Portugal: A Comprehensive Empirical Analysis

Sónia M. A. Morgado, Cristiana Xavier, Pedro Pereira

Pages 139-155

Effect of Time in Hotel Quest Decision-Making: The Case of Price Demand Elasticity for Different Lengths of Stay and Booking Horizons

Stepan Chalupa, Martin Petricek, Jiřina Jenčková

Pages 157-168

The Sustainability Component of the Brand and the Purchase Intention of Gen Z: State of the Art

Evelina Maria Oliveira Coutinho, Manuel Au-Yong-Oliveira

Pages 169-179

Marketing Automation and Marketing Inbound

Front Matter

Pages 181-181

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Exploring Factors Driving Satisfaction from Recommendation Algorithm on Netflix

Karolina Olma, Mariia Rizun, Artur Strzelecki

Pages 183-198

Fostering Sustainable Innovation: Integrating Project and Innovation Management

Zornitsa Yordanova

Pages 199-213

Marketing, Geomarketing and IOT

Front Matter

Pages 215-215

Marketing, Geomarketing and IOT

Electric Vehicle Motors or Gasoline Engines? Attractiveness Created by Driving Sound

Takumi Kato, Takashi Kondo

Pages 217-227

Innovation Lessons from CEF Projects’ Management

Rui Carreira, Margarida Campolargo, Olaf-Gerd Gemein, Michael Mulquin

Pages 229-241

Features of Enterprises’ Marketing Carrying Out Their Activities in the International Market

Célio Gonçalo Marques, Ekaterina A. Minenko

Pages 243-253

Optimizing Collaboration: A Team-Based Approach to Use Marketing Technology Effectively in SMEs

Marcel Huettermann, Reto Heierli, Michael Klaas

Pages 255-267

Exploring the Factors Driving Smart Home Adoption: An Extension of the Unified Theory of Acceptance and Use of Technology

Artur Strzelecki, Beata Kolny, Michał Kucia

Pages 269-285

Tourism Marketing in Portugal: Boosting Success Through Geomarketing, IoT and Innovation

Luís Fernandes Oliveira, Pedro Cardoso Rodrigues, Lara Mendes Bacalhau, Vasco Santos, Bruno Barbosa Sousa, João Tomaz Simões

Pages 287-298

Who Does the Data Belong to: Challenges of Implementing an Open Data Policy on a Metropolitan City in Brazil

Eurico Vasconcelos, Maurício Bezerra, Luiz Saboia

Pages 299-316

What is the Role of GIS in Shaping Marketing Approaches? A Systematic Review

Jacinto Estima, Ana Estima

Pages 317-328

A System for Game-Based Smart Tourism

Luka Petrović, Kristina Baščarević, Aleksa Miletić, Danijela Stojanović, Zorica Bogdanović

Pages 329-340

A Digital Twin City Congestion Management Model as Part Smart Mobility in GCC Countries

Miloš Durković, Demir Hadžić, Dušan Barać, Marijana Despotović-Zrakić,

Marketing, Geomarketing and IOT

Electric Vehicle Motors or Gasoline Engines? Attractiveness Created by Driving Sound

Takumi Kato, Takashi Kondo

Pages 217-227

Innovation Lessons from CEF Projects’ Management

Rui Carreira, Margarida Campolargo, Olaf-Gerd Gemein, Michael Mulquin

Pages 229-241

Features of Enterprises’ Marketing Carrying Out Their Activities in the International Market

Célio Gonçalo Marques, Ekaterina A. Minenko

Pages 243-253

Optimizing Collaboration: A Team-Based Approach to Use Marketing Technology Effectively in SMEs

Marcel Huettermann, Reto Heierli, Michael Klaas

Pages 255-267

Exploring the Factors Driving Smart Home Adoption: An Extension of the Unified Theory of Acceptance and Use of Technology

Artur Strzelecki, Beata Kolny, Michał Kucia

Pages 269-285

Tourism Marketing in Portugal: Boosting Success Through Geomarketing, IoT and Innovation

Luís Fernandes Oliveira, Pedro Cardoso Rodrigues, Lara Mendes Bacalhau, Vasco Santos, Bruno Barbosa Sousa, João Tomaz Simões

Pages 287-298

Who Does the Data Belong to: Challenges of Implementing an Open Data Policy on a Metropolitan City in Brazil

Eurico Vasconcelos, Maurício Bezerra, Luiz Saboia

Pages 299-316

What is the Role of GIS in Shaping Marketing Approaches? A Systematic Review

Jacinto Estima, Ana Estima

Pages 317-328

A System for Game-Based Smart Tourism

Luka Petrović, Kristina Baščarević, Aleksa Miletić, Danijela Stojanović, Zorica Bogdanović

Pages 329-340

A Digital Twin City Congestion Management Model as Part Smart Mobility in GCC Countries

Miloš Durković, Demir Hadžić, Dušan Barać, Marijana Despotović-Zrakić, Zorica Bogdanović, Božidar Radenković

Pages 341-352

Mobile Marketing and Wearable Technologies

Front Matter

Pages 353-353

Download chapter PDF 

Investigating the Factors Driving Consumers’ Intention to Use Mobile Banking Applications: An Integrated Acceptance Model

Karolina Olma, Paulina Rutecka, Artur Strzelecki

Pages 355-372

Mobile Marketing Determinants in Consumers’ Purchase Intention

Sara Teixeira, Zaila Oliveira

Pages 373-388

Building a Smart System of Pilgrimage Tourism Through a Mobile Application for Mary’s Way in Slovakia

Blandína Šramová, Tatiana Deptová

Pages 389-398

Omnichannel and Marketing Communication

Front Matter

Pages 399-399

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Sensory Marketing: A 40-Year Bibliometric Analysis

Inês Antunes, José Veríssimo

Pages 401-410

Impact of the Introduction of Digital Technology in Convenience Stores: A Case Study of Taiwan FamilyMart Before and After COVID-19

Sulin Chung

Pages 411-423

Omni-Channel and Marketing Communication in Second-Hand Luxury Trade Business: Examples from Two Leading Companies in the USA and China

Kathryn Bei Deng, Matthew Tingchi Liu, Sharon Xiao Wang, Hoi Ngan Loi

Pages 425-441

The Modern Call Center: The Relationship Between Service Quality Metrics and Employee’s Performance. Amplifon Case Study

Filipa Oom do Vale, Amélia Brandão, Jorge Remondes

Pages 443-475

The Consumer Experience in Omnichannel: A Systematic Literature Review

Inês Estêvão, Joana Marçalo, Lara Mendes Bacalhau, Alexandra Leandro

Pages 477-490

Omnichannel and Marketing Communication

Integration of Online Communication Channels and Online Consumer Behavior

Paulo Botelho Pires, José Duarte Santos, Pedro Quelhas de Brito

Pages 491-505

Leveraging the Role of Associative Business Structures in the Digital Age: A Theoretical Approach on How SMEs Can Take Advantage of Relationship Systems for Market Development

Amalia Georgescu, Silvia Avasilcai

Pages 507-524

Social Media and Networking

Front Matter

Pages 525-525

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Elaboration of a Conceptual Map of E-WOM Through Co-Word Analysis

Ramón A. Carrasco, Itzcóatl Bueno, Manuel Cobo, Gricela Elizabeth Andrade Ruiz

Pages 527-541

Is Real-Time Marketing Still the Right Tool?—Analysis of Polish Delivery Company’s Social Media

Karina Cicha, Magdalena Pastor

Pages 543-558

Social Media and Digital Influencers: The Role of Perceived Influence, Trustworthiness, and Information Quality on Purchase Intention of Local Fashion Brand

Fransiskus Ryan, Yeshika Alversia, Arviansyah

Pages 559-572

Social Media and Tourist Destinations’ Image in a Crisis Context: An Analysis of Portugal’s Image Projection During the Covid-19

Cynthia Corrêa, Helena Alves, Cristina Estevão

Pages 573-589

A Thorough Study of European Union’s Online Media Platforms: What Is EU’s State of Things?

Cláudio Matos, Vera Silva Carlos, Joaquim Pratas

Pages 591-608

Enhancing Sentiment Analysis: Tackling Class Imbalance in Hotel Reviews

Anes Murić, Ljiljana Kašćelan, Sunčica Vuković

Pages 609-624

Corporate Reputation Through the Eyes of Social Responsibility in the Fashion Industry

R. E. Loke, K. Chamlal

Pages 625-642

Model for Enriching Social Media Hashtags Using AI for Institutional Image Management: Case of the Municipality of Ecuador

Andres Wladimir Alvarado Chillogallo, Alexandra Cristina González Eras

Pages 643-656

Unlocking the Untapped Potential of Digital Tools for Promoting Low-Density Territories: A Case Study of Mirandela

Manuela Cunha, Ricardo Correia, Aida Carvalho, Carlos R. Cunha, Ruta Fontes

Pages 657-673

Social Media and Sustainable Consumption: Setting Research Agenda

Neha Purushottam, Walter Matli

Pages 675-684

Qualitative Research for a Marketing Plan: The Case Study of Polytechnic Institute of Viana do Castelo

Catarina Fernandes, Manuel José Fonseca, Jorge Esparteiro Garcia

Pages 685-699

Using YouTube in Language Education in Non-linguistic Universities: Bridging the Theory and Practice

Mária Spišiaková, Natalia Shumeiko

Pages 701-713

Tweeting for Votes: Leveraging Twitter as a Tool for Political Marketing

Richard Novák, Antonín Pavlíček, Jiří Korčák, Tomáš Sigmund

Pages 715-727

Elaborating Visual Firm-Generated Content to Enhance the Customer Journey

Sara Lapresta-Romero, Blanca Hernández-Ortega

Pages 729-735

Web Marketing, e-commerce and v-commerce

Front Matter

Pages 737-737

Download chapter PDF 

What Large Companies Disclosure on Their Websites About Inclusivity and Sustainability?

João M. S. Carvalho

Pages 739-748

Understanding Live Streaming Commerce Eco-System Development in China

Ming Gao, Matthew Tingchi Liu, Hoi Ngan Loi

Pages 749-764

Web Marketing, e-commerce and v-commerce

Brazilians’ Acceptance of Multi-attribute Reverse Auction Model for B2C E-Commerce

Sílvia Faria, Manuel Sousa Pereira, João M. S. Carvalho, Ruan Porto Marques

Pages 765-777

E-Commerce Automation: A Mixed-Method Investigation and Workshop Canvas for E-Commerce Roadmap Development

Marc K. Peter, Reto Baumgartner, Danilo Siscaro, Alain Neher

Pages 779-793

What Makes Consumers Loyal in E-Commerce? A Comparison Between Shopee and Tokopedia

Anisa Larasati, Leo Andri Yulius Caesar, Martinus, Christofer Allen Hadiputera, Nerryus Aditya

Pages 795-806

Intention to Use Web Applications: The UTAUT2 Model and the Contribution of Perceived Value

Pedro Espírito Santo, Patrícia Azinheira Cardoso

Pages 807-820

Next-Level MarTech

Marcel Huettermann, Michael Klaas

Pages 821-834

E-Commerce in the Collection of Value-Added Tax in Ecuador

Paulina Viviana Quinaluisa Paredes, Andrés Ramos Alvarez, Odette Pantoja Díaz

Pages 835-847

Digital Innovation in Health Care: Addressing Medication Non-adherence

Laxmi Bhandari, Manuel José Fonseca, António B. Fernandes, Jorge Esparteiro Garcia

Pages 849-861














Marketing and Smart Technologies - Proceedings of ICMarkTech 2023, Volume 1.




Marketing and Smart Technologies - Proceedings of ICMarkTech 2024, Volume 1.




Marketing and Smart Technologies - Proceedings of ICMarkTech 2022, Volume 2.



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Marketing and Smart Technologies - Proceedings of ICMarkTech 2023, Volume 2.




Marketing and Smart Technologies - Proceedings of ICMarkTech 2024, Volume 1.


This book includes selected papers presented at the International Conference on Marketing and Technologies (ICMarkTech 2024), held at University of Azores, Ponta Delgada, Azores, Portugal, between December 5 and 7, 2024. It covers up-to-date cutting-edge research on artificial intelligence applied in marketing, virtual and augmented reality in marketing, business intelligence databases and marketing, data mining and big data, marketing data science, web marketing, e-commerce and v-commerce, social media and networking, geomarketing and IoT, marketing automation and inbound marketing, machine learning applied to marketing, customer data management and CRM, and neuromarketing technologies.


Part I Artificial Intelligence Applied in Marketing

1 From Concept to Practice: How Managers Are Integrating AI

into Business Marketing ....................................... 3

Na Bai

2 New Technologies in Casino Marketing.......................... 23

Matthew Tingchi Liu, Sharon Xiao Wang, Hoi Ngan Loi,

and Manman Xu

3 AI-Driven Facial Emotion Analysis for Customer Emotion

Recognition—An Explanatory Study............................ 39

Paulina Rutecka and Anna Adamczyk

4 Application of AI in E-Commerce Strategies: The Current

State Among Swiss E-Commerce Providers...................... 57

Anna V. Rozumowski, Bettina Beurer-Züllig, Marc K. Peter,

Alain Neher, Danilo Siscaro, and Darius Zumstein

5 Generative AI Adoption and Use by Micro-enterprises:

Validation of the Measurement Instrument ...................... 77

Artur Strzelecki, Małgorzata Pańkowska, and Mariia Rizun

6 Portuguese Perception About Artificial Intelligence: A Pilot

Study ........................................................ 93

Bruno Morgado Ferreira, Manuel Reis, and Pedro Castro

7 Robotic Process Automation Comparative Analysis of Market

Solutions ..................................................... 101

Arlindo Silva, Henrique São Mamede, Vitor Santos,

Arnaldo Santos, and Clara Silveira

vii

viii Contents

8 Hey Robot, Here’s My Data: The Impact of AI on Joining

Digital B2B Platforms ......................................... 125

Josef Harasser, Verena Wecklein, Franziska Kellerer,

and Stefan Mang

9 Evolutionary Scenario of Brand Management

and Communication, Through the Integration of AI:

A Bibliometric Analysis........................................ 145

Andreia Pires and Amélia Brandão

10 The Role of AI in B2B E-business............................... 173

Hesam Jafarzadeh, Dušan Barać, and Milica Simić

11 A Systematic Review on AI in Marketing: Personalization

of Advertising Campaigns and Impact on Customer

Satisfaction................................................... 193

David Anjos Abreu, Margarida Lima Silva, Joana Neves,

Lara Mendes Bacalhau, and Vasco Santos

12 Determinants of Satisfaction and Initial Trust in Chatbots

and Their Impact on Customer Engagement in the Private

Healthcare Sector............................................. 211

Natalia Giselle Saldivar Espejo, Sol Marina Vivanco Kassay,

and Hector Mendoza Cuellar

13 Artificial Intelligence and Gamification as Resources

for Brand Positioning in the Market: Brief Review ............... 223

Renato M. Toasa, Angélica Victoria Guillén Pinargote,

and David Martínez

14 Determinants and Barriers in the Intention to Use Digital

Voice Assistants for the Home .................................. 235

Claudia Espinoza-Uriarte, Valentina Mendoza-Morillas,

and Martín Mauricio-Andía

15 Co-creation with Generative Artificial Intelligence

in the Development of Digital Interfaces ......................... 249

Ana Rita Correia and Jorge Brandão Pereira

16 Evaluating the Impact of MarkTech on Digital Transformation

in the EU-27 Companies: An AI-Driven Predictive Model

Approach..................................................... 263

Victor Santos and Pedro Malta

17 Knowledge Discovery from Urban Mobility Data in Guimarães.... 279

Carlos Alves, José Costa, Luís Mendes Gomes, and José Machado

18 Human Resources and Marketing in the Age of Artificial

Intelligence: A Systematic Literature Review .................... 295

Susana Alves Pereira and Pedro Mota Veiga

Contents ix

Part II Data Mining and Big Data—Marketing Data Science

19 Model of Student Dropout in Higher Education Institutions

Supported by Data Mining Techniques for the Use

of Educational Marketing...................................... 313

José A. M. Victor, Carlos Enrique Montenegro Marin,

Paulo Alonso Gaona Garcia, Rui Carreira,

and Franklin Guillermo Montenegro Marin

Part III Digital Marketing and Branding

20 Transversal Digital Marketing Curriculum Design ............... 335

Paulo Botelho Pires, José Duarte Santos, Pedro Quelhas de Brito,

and Catarina Delgado

21 Beyond the Click: The Evolution of Digital Marketing and Its

Ethical Dilemmas ............................................. 349

David Melo, Beatriz Castro, Leonor Spínola, Luísa Brandão,

and Manuel Au-Yong-Oliveira

22 Factors that Influence the Purchase Intention of Sustainable

Clothing...................................................... 365

Diana Roriz, Sandrina Teixeira, Sara Teixeira, and Zaila Oliveira

Part IV Innovative Business Models and Applications for Smart

Cities

23 Core Organizational Societal Impact (COSI)—An Evolving

Model........................................................ 381

João M. S. Carvalho

24 Harnessing Artificial Intelligence for Smart City Development:

A Governance Perspective in Republic of Serbia ................. 401

Dejana Kresović and Dragan Vukmirović

25 Novel Tool for Literature Discovery and Analysis

Demonstrated on the Exploration of Methods for Traceable

and Sustainable Value Chains .................................. 417

Nikola Vojičić, Davor Sekulski, and Vladimir Urošević

26 IT Ecosystem for Decentralized Science ......................... 435

Lidija Paunović and Zorica Bogdanović

27 Application of Open Innovations in Railway Transport

and Their Importance for the Improvement of Railways .......... 447

Danijela Stojanović, Nenad Stanisavljević, and Dijana Stojanović

28 Federated Learning in Healthcare: Improving Collaboration

and Privacy................................................... 463

Ana Kovačević

x Contents

Part V Machine Learning Applied to Marketing

29 Uncovering the Determinants of Marketing Innovation:

A Machine Learning Approach................................. 479

Pedro Mota Veiga

30 Profiling Financial Knowledge in a Portuguese Population:

A Machine Learning Approach................................. 499

Dora Melo, Isabel Clímaco, Ana Paula Quelhas,

and Manuela Larguinho

31 In-Store Traffic Patterns Relevance for Customer Attention

at Shelf....................................................... 517

NatašaĐurđević, Tatjana Mamula Nikolić, and Nenad Lozović

32 Post-COVID-19 Tourist Satisfaction in Retiro Park:

Sentiment Analysis and Prediction Using Online Reviews ......... 529

Ziwei Shu and Pablo Villarrubia Sánchez

Part VI Metaverse and NFT Applied to Marketing

33 Marketing: A Conceptual Framework.......................... 543

Tiina Kemppainen, Matti Leppäniemi, Valtteri Tomminen,

and Eero Koskinen

34 Metaverse and Chatbots for Luxury Brands: A Literature

Review and Future Research Directions......................... 559

Joana Neves, Miguel Cachulo Pereira, and Lara Mendes Bacalhau

Part VII Mobile Marketing and Wearable Technologies

35 Exploring the 5 V Manifestations of ArtTech..................... 575

Gianluca Galeno, Valerio Stallone, and Linard Barth

36 Marketplace Mobile Applications: Predictors of Repurchase

from the S-O-R Model Perspective .............................. 591

Alessia Fernández-Blanco, Gustavo Condori-Toncconi,

and Lucia Munayco-Abanto

37 Drivers for the Intention to Buy Wearables in a Latin

American Country............................................ 603

Jorge Cruz-Cárdenas, Andrés Palacio-Fierro,

Carlos Ramos-Galarza, and Guacyra Nascimento-Queiroz

38 User-Centered Mobility Development for Higher Education

Students...................................................... 613

Amanda Sato, Henrique Oliveira, Pedro Miguel Gaspar,

José Avelino Vìtor, Daniel Sampaio, and Rui Carreira

Contents xi

39 Exploring the Features of Branded Mobile Applications

for Music Festivals ............................................ 629

Miguel Cachulo Pereira and Alexandre Pericão

40 Mobile Banking Applications: The Road to Customer

Satisfaction and Continued Usage .............................. 641

Fátima Micaela Alama Porras, Fernanda Villarán Moreno,

and Pedro Bazo Quintana

Part VIII Neuromarketing Technologies

41 Examining the Impact of Animated Banner Attributes

on Marketing Advertisements: Insights from Eye-Tracking

Research..................................................... 663

Sónia Brito-Costa, Ana Rita Teixeira, Hugo de Almeida,

Silvia Espada, and Maria Antunes

42 Influence of Motion Dynamics on Time Perception and Visual

Attention in Automotive Advertising: An Eye Tracking Study..... 675

Ana Teixeira, Hugo de Almeida, and Sónia Brito-Costa

43 Understanding Tourist Content Preferences: An Eye-Tracking

Analysis of DMO Social Media Images.......................... 685

Rúben Pinhal, Ana Estima, and Paulo Duarte

44 Image Segmentation for MR Brain Tumor Detection Using

Deep Learning: A Review...................................... 701

G. Visalakshi and M. Laavanya

Part IX Technologies Applied to Tourism Marketing

45 Comparative Analysis of the Audiovisual Tourist Image

Projected by the Ministries of Peru, Colombia, and Ecuador

(2019–2020) ................................................... 727

Joseline Salazar and Angel Torres-Toukoumidis

46 Relevance of the Spatiotemporal Behavior of Tourists

and Residents to Tourism Planning and Marketing

of Successful Destinations ...................................... 739

Ruta Fontes, Rui Augusto da Costa, Márcio Martins,

Aida Carvalho, and Ricardo Correia

47 Agent-Based Modeling Study on Tourists’ Decisions

upon the Sustainable Tourism Image of Tourist Destinations ...... 753

Justyna Majewska, Agnieszka Niezgoda, and Szymon Truskolaski

48 The Perfect Match: A Practical Framework for Effective

Influencer Marketing in the Tourism Industry ................... 775

Bettina Beurer-Züllig, Anna V. Rozumowski, and Dominique Hauri

xii Contents

49 Tourists’ Perceptions and Trends in Destination Brands:

A Proposal for Evaluating Consumer Posts on Digital

Platforms..................................................... 793

Manuel Pinto Grunfeld, William Afonso Cantú,

and Nelson Pinheiro Gomes

50 How Social Influence Shapes Hotel Guests’ Tech-Savvy

Choices ...................................................... 811

Adriana F. Chim-Miki, Rui A. da Costa, and Fevzi Okumus

51 Smart Tourism Technologies and Memorable Tourist

Experiences in Relation to Revisit Intention in National

Tourist Destinations ........................................... 821

Guzmán Pérez, Alejandra Marina, Morales Alvarado,

Sharon Mishelle, and Hector Mendoza Cuellar

52 Digital Influencers in Tourism: How Instagrammers Affect

Destination Repurchases with Millennials ....................... 833

Susana Santos, Bernardo T. Chagas, and Catarina Sobreiras

53 A Proposal for a Virtual Museum of Peruvian Gastronomy ....... 849

Ana Alemán-Carmona, Carlos Del Pozo-Arana,

and Eliana Gallardo-Echenique

54 Study on the Influence of Distribution Channels and Criteria

for Purchasing Accommodation Services ........................ 859

Diana Foris, Teodora Maria Pănoiu, and Tiberiu Foris

Part X Virtual and Augmented Reality in Marketing

55 Navigating the Realities: Unpacking Consumer Behavior

in Metaverse Retailing Using Virtual and Augmented Reality

(VR/AR) ..................................................... 873

Joaquim Pratas, José Paulo Marques dos Santos,

and Pedro Quelhas Brito

56 The Role of Virtual Reality and Augmented Reality

in Enhancing Customer Experience: A Systematic Literature

Review....................................................... 897

Linh Truong, Tien Duc Vu, and Ha My Doan

57 Exploring the Influence of Virtual Reality on Customer

Sentiment Analysis: A Systematic Review ....................... 915

Rogério Silva, Ivo Pereira, Susana Nicola, and Ana Madureira

Contents xiii

58 Impacts of Augmented Reality in E-commerce: Advances

and Trends in 2024—A Literature Review ....................... 931

Carlos Alves, José Machado, and José Luís Reis

Author Index


Marketing and Smart Technologies - Proceedings of ICMarkTech 2023, Volume 2.


This book includes selected papers presented at the International Conference on Marketing and Technologies (ICMarkTech 2023), held at Faculty of Economics and Management (FEM), Czech University of Life Sciences Prague (CZU), in partnership with University College Prague (UCP), in Prague, Czech Republic, between 30 November and 2 December 2023. It covers up-to-date cutting-edge research on artificial intelligence applied in marketing, virtual and augmented reality in marketing, business intelligence databases and marketing, data mining and big data, marketing data science, web marketing, e-commerce and v-commerce, social media and networking, geomarketing and IoT, marketing automation and inbound marketing, machine learning applied to marketing, customer data management and CRM, and neuromarketing technologies.


Table of contents (57 papers)

Front Matter

Pages i-xiv

Download chapter PDF 

Blockchain Applied to Marketing

Front Matter

Pages 1-1

Download chapter PDF 

Performance Benchmarking of Hyperledger Fabric Networks: Insights for Scalability and Optimization

Maryam Abbasi, Jose Silva, Paulo Vaz, Adelino Soares, Pedro Martins

Pages 3-15

Blockchain-Based C2C Business Models in a Smart City

Petar Lukovac, Milica Simić, Marija Duranović, Miloš Radenković, Aleksandra Labus

Pages 17-28

An E-Business Model for the Fashion Industry Based on Blockchain Technologies and NFTs

Milica Simić, Vukašin Despotović, Marko Suvajdžić, Tamara Naumović, Zorica Bogdanović

Pages 29-41

Business Intelligence Databases and Marketing

Front Matter

Pages 43-43

Download chapter PDF 

Effective Indices for Market Share Estimation in Concept Testing

Takumi Kato, Yu Zhu, Yosuke Ichiki, Rina Takizawa, Takumi Ohno, Takahiko Umeyama et al.

Pages 45-56

Digitalization of Project Management—A Bibliometric Analysis

Zornitsa Yordanova

Pages 57-68

Navigating the Portuguese Digital Landscape: Martech Systems’ Adoption, Digital Intensity, Transition and Transformation

Caterina Foà, Nuno Geada

Pages 69-85

Cultural Trends and Destination Brands: Semiotic and Coolhunting Protocols for the Analysis of Advertisements

Nelson Pinheiro Gomes, Manuel Pinto Grunfeld

Pages 87-102

Customer Data Management and CRM

Front Matter

Pages 103-103

Download chapter PDF 

Hyper-Personalisation in Wine Industry a Scoping Review

João Félix, João M. S. Carvalho, Sílvia Faria

Pages 105-127

Customer Relationship Management: The Case of Ecuadorian Companies

Diana Morales-Urrutia

Pages 129-138

Prevention and Road Safety Campaigns Through Emotion in Portugal: A Comprehensive Empirical Analysis

Sónia M. A. Morgado, Cristiana Xavier, Pedro Pereira

Pages 139-155

Effect of Time in Hotel Quest Decision-Making: The Case of Price Demand Elasticity for Different Lengths of Stay and Booking Horizons

Stepan Chalupa, Martin Petricek, Jiřina Jenčková

Pages 157-168

The Sustainability Component of the Brand and the Purchase Intention of Gen Z: State of the Art

Evelina Maria Oliveira Coutinho, Manuel Au-Yong-Oliveira

Pages 169-179

Marketing Automation and Marketing Inbound

Front Matter

Pages 181-181

Download chapter PDF 

Exploring Factors Driving Satisfaction from Recommendation Algorithm on Netflix

Karolina Olma, Mariia Rizun, Artur Strzelecki

Pages 183-198

Fostering Sustainable Innovation: Integrating Project and Innovation Management

Zornitsa Yordanova

Pages 199-213

Marketing, Geomarketing and IOT

Front Matter

Pages 215-215

Marketing, Geomarketing and IOT

Electric Vehicle Motors or Gasoline Engines? Attractiveness Created by Driving Sound

Takumi Kato, Takashi Kondo

Pages 217-227

Innovation Lessons from CEF Projects’ Management

Rui Carreira, Margarida Campolargo, Olaf-Gerd Gemein, Michael Mulquin

Pages 229-241

Features of Enterprises’ Marketing Carrying Out Their Activities in the International Market

Célio Gonçalo Marques, Ekaterina A. Minenko

Pages 243-253

Optimizing Collaboration: A Team-Based Approach to Use Marketing Technology Effectively in SMEs

Marcel Huettermann, Reto Heierli, Michael Klaas

Pages 255-267

Exploring the Factors Driving Smart Home Adoption: An Extension of the Unified Theory of Acceptance and Use of Technology

Artur Strzelecki, Beata Kolny, Michał Kucia

Pages 269-285

Tourism Marketing in Portugal: Boosting Success Through Geomarketing, IoT and Innovation

Luís Fernandes Oliveira, Pedro Cardoso Rodrigues, Lara Mendes Bacalhau, Vasco Santos, Bruno Barbosa Sousa, João Tomaz Simões

Pages 287-298

Who Does the Data Belong to: Challenges of Implementing an Open Data Policy on a Metropolitan City in Brazil

Eurico Vasconcelos, Maurício Bezerra, Luiz Saboia

Pages 299-316

What is the Role of GIS in Shaping Marketing Approaches? A Systematic Review

Jacinto Estima, Ana Estima

Pages 317-328

A System for Game-Based Smart Tourism

Luka Petrović, Kristina Baščarević, Aleksa Miletić, Danijela Stojanović, Zorica Bogdanović

Pages 329-340

A Digital Twin City Congestion Management Model as Part Smart Mobility in GCC Countries

Miloš Durković, Demir Hadžić, Dušan Barać, Marijana Despotović-Zrakić,

Marketing, Geomarketing and IOT

Electric Vehicle Motors or Gasoline Engines? Attractiveness Created by Driving Sound

Takumi Kato, Takashi Kondo

Pages 217-227

Innovation Lessons from CEF Projects’ Management

Rui Carreira, Margarida Campolargo, Olaf-Gerd Gemein, Michael Mulquin

Pages 229-241

Features of Enterprises’ Marketing Carrying Out Their Activities in the International Market

Célio Gonçalo Marques, Ekaterina A. Minenko

Pages 243-253

Optimizing Collaboration: A Team-Based Approach to Use Marketing Technology Effectively in SMEs

Marcel Huettermann, Reto Heierli, Michael Klaas

Pages 255-267

Exploring the Factors Driving Smart Home Adoption: An Extension of the Unified Theory of Acceptance and Use of Technology

Artur Strzelecki, Beata Kolny, Michał Kucia

Pages 269-285

Tourism Marketing in Portugal: Boosting Success Through Geomarketing, IoT and Innovation

Luís Fernandes Oliveira, Pedro Cardoso Rodrigues, Lara Mendes Bacalhau, Vasco Santos, Bruno Barbosa Sousa, João Tomaz Simões

Pages 287-298

Who Does the Data Belong to: Challenges of Implementing an Open Data Policy on a Metropolitan City in Brazil

Eurico Vasconcelos, Maurício Bezerra, Luiz Saboia

Pages 299-316

What is the Role of GIS in Shaping Marketing Approaches? A Systematic Review

Jacinto Estima, Ana Estima

Pages 317-328

A System for Game-Based Smart Tourism

Luka Petrović, Kristina Baščarević, Aleksa Miletić, Danijela Stojanović, Zorica Bogdanović

Pages 329-340

A Digital Twin City Congestion Management Model as Part Smart Mobility in GCC Countries

Miloš Durković, Demir Hadžić, Dušan Barać, Marijana Despotović-Zrakić, Zorica Bogdanović, Božidar Radenković

Pages 341-352

Mobile Marketing and Wearable Technologies

Front Matter

Pages 353-353

Download chapter PDF 

Investigating the Factors Driving Consumers’ Intention to Use Mobile Banking Applications: An Integrated Acceptance Model

Karolina Olma, Paulina Rutecka, Artur Strzelecki

Pages 355-372

Mobile Marketing Determinants in Consumers’ Purchase Intention

Sara Teixeira, Zaila Oliveira

Pages 373-388

Building a Smart System of Pilgrimage Tourism Through a Mobile Application for Mary’s Way in Slovakia

Blandína Šramová, Tatiana Deptová

Pages 389-398

Omnichannel and Marketing Communication

Front Matter

Pages 399-399

Download chapter PDF 

Sensory Marketing: A 40-Year Bibliometric Analysis

Inês Antunes, José Veríssimo

Pages 401-410

Impact of the Introduction of Digital Technology in Convenience Stores: A Case Study of Taiwan FamilyMart Before and After COVID-19

Sulin Chung

Pages 411-423

Omni-Channel and Marketing Communication in Second-Hand Luxury Trade Business: Examples from Two Leading Companies in the USA and China

Kathryn Bei Deng, Matthew Tingchi Liu, Sharon Xiao Wang, Hoi Ngan Loi

Pages 425-441

The Modern Call Center: The Relationship Between Service Quality Metrics and Employee’s Performance. Amplifon Case Study

Filipa Oom do Vale, Amélia Brandão, Jorge Remondes

Pages 443-475

The Consumer Experience in Omnichannel: A Systematic Literature Review

Inês Estêvão, Joana Marçalo, Lara Mendes Bacalhau, Alexandra Leandro

Pages 477-490

Omnichannel and Marketing Communication

Integration of Online Communication Channels and Online Consumer Behavior

Paulo Botelho Pires, José Duarte Santos, Pedro Quelhas de Brito

Pages 491-505

Leveraging the Role of Associative Business Structures in the Digital Age: A Theoretical Approach on How SMEs Can Take Advantage of Relationship Systems for Market Development

Amalia Georgescu, Silvia Avasilcai

Pages 507-524

Social Media and Networking

Front Matter

Pages 525-525

Download chapter PDF 

Elaboration of a Conceptual Map of E-WOM Through Co-Word Analysis

Ramón A. Carrasco, Itzcóatl Bueno, Manuel Cobo, Gricela Elizabeth Andrade Ruiz

Pages 527-541

Is Real-Time Marketing Still the Right Tool?—Analysis of Polish Delivery Company’s Social Media

Karina Cicha, Magdalena Pastor

Pages 543-558

Social Media and Digital Influencers: The Role of Perceived Influence, Trustworthiness, and Information Quality on Purchase Intention of Local Fashion Brand

Fransiskus Ryan, Yeshika Alversia, Arviansyah

Pages 559-572

Social Media and Tourist Destinations’ Image in a Crisis Context: An Analysis of Portugal’s Image Projection During the Covid-19

Cynthia Corrêa, Helena Alves, Cristina Estevão

Pages 573-589

A Thorough Study of European Union’s Online Media Platforms: What Is EU’s State of Things?

Cláudio Matos, Vera Silva Carlos, Joaquim Pratas

Pages 591-608

Enhancing Sentiment Analysis: Tackling Class Imbalance in Hotel Reviews

Anes Murić, Ljiljana Kašćelan, Sunčica Vuković

Pages 609-624

Corporate Reputation Through the Eyes of Social Responsibility in the Fashion Industry

R. E. Loke, K. Chamlal

Pages 625-642

Model for Enriching Social Media Hashtags Using AI for Institutional Image Management: Case of the Municipality of Ecuador

Andres Wladimir Alvarado Chillogallo, Alexandra Cristina González Eras

Pages 643-656

Unlocking the Untapped Potential of Digital Tools for Promoting Low-Density Territories: A Case Study of Mirandela

Manuela Cunha, Ricardo Correia, Aida Carvalho, Carlos R. Cunha, Ruta Fontes

Pages 657-673

Social Media and Sustainable Consumption: Setting Research Agenda

Neha Purushottam, Walter Matli

Pages 675-684

Qualitative Research for a Marketing Plan: The Case Study of Polytechnic Institute of Viana do Castelo

Catarina Fernandes, Manuel José Fonseca, Jorge Esparteiro Garcia

Pages 685-699

Using YouTube in Language Education in Non-linguistic Universities: Bridging the Theory and Practice

Mária Spišiaková, Natalia Shumeiko

Pages 701-713

Tweeting for Votes: Leveraging Twitter as a Tool for Political Marketing

Richard Novák, Antonín Pavlíček, Jiří Korčák, Tomáš Sigmund

Pages 715-727

Elaborating Visual Firm-Generated Content to Enhance the Customer Journey

Sara Lapresta-Romero, Blanca Hernández-Ortega

Pages 729-735

Web Marketing, e-commerce and v-commerce

Front Matter

Pages 737-737

Download chapter PDF 

What Large Companies Disclosure on Their Websites About Inclusivity and Sustainability?

João M. S. Carvalho

Pages 739-748

Understanding Live Streaming Commerce Eco-System Development in China

Ming Gao, Matthew Tingchi Liu, Hoi Ngan Loi

Pages 749-764

Web Marketing, e-commerce and v-commerce

Brazilians’ Acceptance of Multi-attribute Reverse Auction Model for B2C E-Commerce

Sílvia Faria, Manuel Sousa Pereira, João M. S. Carvalho, Ruan Porto Marques

Pages 765-777

E-Commerce Automation: A Mixed-Method Investigation and Workshop Canvas for E-Commerce Roadmap Development

Marc K. Peter, Reto Baumgartner, Danilo Siscaro, Alain Neher

Pages 779-793

What Makes Consumers Loyal in E-Commerce? A Comparison Between Shopee and Tokopedia

Anisa Larasati, Leo Andri Yulius Caesar, Martinus, Christofer Allen Hadiputera, Nerryus Aditya

Pages 795-806

Intention to Use Web Applications: The UTAUT2 Model and the Contribution of Perceived Value

Pedro Espírito Santo, Patrícia Azinheira Cardoso

Pages 807-820

Next-Level MarTech

Marcel Huettermann, Michael Klaas

Pages 821-834

E-Commerce in the Collection of Value-Added Tax in Ecuador

Paulina Viviana Quinaluisa Paredes, Andrés Ramos Alvarez, Odette Pantoja Díaz

Pages 835-847

Digital Innovation in Health Care: Addressing Medication Non-adherence

Laxmi Bhandari, Manuel José Fonseca, António B. Fernandes, Jorge Esparteiro Garcia

Pages 849-861














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