Information Management Research Center (MagIC) - NOVA Information Management School

Research output

Research output per year 2003 2017 2018 2019 2020 2021 2022 2023 2023

• 769 Article
• 379 Conference contribution
• 94 Chapter
• 47 Review article
• 193 More
  • 28 Book
  • 20 Paper
  • 18 Meeting Abstract
  • 17 Editorial
  • 16 Working paper
  • 15 Conference article
  • 12 Preprint
  • 9 Poster
  • 8 Abstract
  • 8 Comment/debate
  • 8 Special issue
  • 6 Commissioned report
  • 5 Entry for encyclopedia/dictionary
  • 5 Literature review
  • 5 Other contribution
  • 4 Other chapter contribution
  • 3 Foreword/postscript
  • 2 Letter
  • 2 Doctoral Thesis
  • 1 Software
  • 1 Discussion paper

Research output per year

Research output per year

Search results

• 2023

  Adoption and use of digital financial services: A meta analysis of barriers and facilitators

  Neves, C., Oliveira, T., Santini, F. & Gutman, L., 1 Nov 2023, In: International Journal of Information Management Data Insights. 3, 2, p. 1-16 16 p., 100201.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Facilitators 100%
  • Meta-analysis 97%
  • Financial Services 83%
  • Technology Adoption 25%
  • Moderation 16%

• Big data and machine learning to tackle diabetes management

  Pina, A. F., Meneses, M. J., Sousa-Lima, I., Henriques, R., Raposo, J. F. & Macedo, M. P., Jan 2023, In: European Journal Of Clinical Investigation. 53, 1, e13890.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Big Data 100%
  • Machine Learning 83%
  • Type 2 Diabetes Mellitus 55%
  • Cluster Analysis 49%
  • Molecular Cluster 47%
  2 Citations (Scopus)

  7 Downloads (Pure)

• Competitive Intelligence Maturity Models: Systematic Review, Unified Model and Implementation Frameworks

  Madureira, L., Popovic, A. & Castelli, M., 21 May 2023, In: Journal of Intelligence Studies in Business. 13, 1, p. 6-29 24 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Systematic Review 100%
  • Competitive Intelligence 90%
  • Maturity Model 82%
  • Guidance 11%
  • Social Web 9%
  1 Citation (Scopus)

  4 Downloads (Pure)

• Emerging business models in local energy markets: a systematic review of peer-to-peer, community self-consumption, and transactive energy models

  Schwidtal, J. M., Piccini, P., Troncia, M., Chitchyan, R., Montakhabi, M., Francis, C., Gorbatcheva, A., Capper, T., Mustafa, M. A., Andoni, M., Robu, V., Bahloul, M., Scott, I. J., Mbavarira, T., España, J. M. E. & Kiesling, L., 1 Jun 2023, In: Renewable and Sustainable Energy Reviews. 179, June, p. 1-48 48 p., 113273.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Industry 100%
  • Macros 20%
  2 Citations (Scopus)

  3 Downloads (Pure)

• Structure of REDEE and EJMBE research: a bibliometric analysis

  Ramos, R. & Rita, P., 24 Apr 2023, (E-pub ahead of print) In: European Journal of Management and Business Economics.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • business economics 100%
  • Business Economics 82%
  • Bibliometric Analysis 72%
  • Collaboration Networks 50%
  • trend analysis 44%
  2 Downloads (Pure)
• 2022

  Automatic Identification of Addresses: A Systematic Literature Review

  Cruz, P., Vanneschi, L., Painho, M. & Rita, P., 1 Jan 2022, In: ISPRS International Journal of Geo-Information. 11, 1, p. 1-27 27 p., 11.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • literature review 100%
  • literature 41%
  • urban planning 34%
  • learning method 32%
  • privacy 27%
  3 Citations (Scopus)

  7 Downloads (Pure)

• A Weight and Meta-Analysis on the Academic Achievement of High School Students

  Nunes, C., Oliveira, T., Santini, F. D. O., Castelli, M. & Cruz-jesus, F., 1 May 2022, In: Education Sciences. 12, 5, p. 1-17 17 p., 287.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Academic Success 100%
  • academic achievement 64%
  • Meta-Analysis 55%
  • Students 54%
  • Weights and Measures 47%
  101 Downloads (Pure)

• Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey

  Akinyelu, A. A., Zaccagna, F., Grist, J. T., Castelli, M. & Rundo, L., 1 Aug 2022, In: Journal of Imaging. 8, 8, p. 1-40 40 p., 205.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Magnetic resonance imaging 92%
  • Tumors 90%
  • Brain Neoplasms 82%
  • Convolutional neural networks 80%
  21 Citations (Scopus)

  9 Downloads (Pure)

• Consumer engagement in social media brand communities: A literature review

  Santos, Z. R., Cheung, C. M. K., Coelho, P. S. & Rita, P., 1 Apr 2022, In: International Journal Of Information Management. 63, April, p. 1-38 38 p., 102457.

  Research output: Contribution to journal › Review article › peer-review

  • Literature Review 93%
  • Social Media 66%
  • social media 63%
  • Social Identification 37%
  • literature 33%
  59 Citations (Scopus)

• Data and text mining from online reviews: An automatic literature analysis

  Moro, S. & Rita, P., 1 Apr 2022, In: WIREs: Data Mining and Knowledge Discovery. 12, 3, p. 1-13 13 p., e1448.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Text mining 100%
  • Social sciences 36%
  • Tourism 34%
  • Information management 26%
  • Information technology 25%
  4 Citations (Scopus)

  4 Downloads (Pure)

• Fraud, corruption, and collusion in public procurement activities, a systematic literature review on data-driven methods

  Lyra, M. S., Damásio, B., Pinheiro, F. L. & Bacao, F., 1 Dec 2022, In: Applied Network Science. 7, 1, p. 1-30 30 p., 83.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Collusion 100%
  • Literature Review 90%
  • Crime 74%
  • Data-driven 70%
  • Machine Learning 45%
  2 Citations (Scopus)

  13 Downloads (Pure)

• Geometric SMOTE for regression

  Camacho, L., Douzas, G. & Bacao, F., 3 May 2022, In: Expert Systems with Applications. 193, May, p. 1-8 8 p., 116387.

  Research output: Contribution to journal › Review article › peer-review

  • Set theory 100%
  13 Citations (Scopus)

• Global mangrove deforestation and its interacting social-ecological drivers: a systematic review and synthesis

  Bhowmik, A. K., Padmanaban, R., Cabral, P. & Romeiras, M. M., 8 Apr 2022, In: Sustainability. 14, 8, p. 1-24 24 p., 4433.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • deforestation 60%
  • Aquaculture 59%
  • driver 52%
  • Agriculture 45%
  • Spatial distribution 23%
  13 Citations (Scopus)

  46 Downloads (Pure)

• Machine Learning Techniques Focusing on the Energy Performance of Buildings: A Dimensions and Methods Analysis

  Anastasiadou, M., Santos, V. & Dias, M. S., 4 Jan 2022, In: Buildings. 12, 1, p. 1-27 27 p., 28.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Machine learning 100%
  • Intelligent buildings 41%
  • Computational methods 35%
  • Energy utilization 23%
  10 Citations (Scopus)

  15 Downloads (Pure)

• Peer-to-peer, community self-consumption, and transactive energy: A systematic literature review of local

  Capper, T., Gorbatcheva, A., Mustafa, M. A., Bahloul, M., Schwidtal, J. M., Chitchyan, R., Andoni, M., Robu, V., Montakhabi, M., Scott, I. J., Francis, C., Mbavarira, T., Espana, J. M. & Kiesling, L., 1 Jul 2022, In: Renewable and Sustainable Energy Reviews. 162, July, p. 1-24 24 p., 112403.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Ecosystems 100%
  • Security of data 87%
  • Topology 63%
  • Industry 40%
  56 Citations (Scopus)

  19 Downloads (Pure)

• Predicting Survival in Patients with Brain Tumors: Current State-of-the-Art of AI Methods Applied to MRI

  Di Noia, C., Grist, J. T., Riemer, F., Lyasheva, M., Fabozzi, M., Castelli, M., Lodi, R., Tonon, C., Rundo, L. & Zaccagna, F., 1 Sept 2022, In: Diagnostics. 12, 9, p. 1-16 16 p., 2125.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Artificial Intelligence 100%
  • Brain Neoplasms 70%
  • Magnetic Resonance Imaging 49%
  • Survival 41%
  • Application 23%
  3 Citations (Scopus)

  7 Downloads (Pure)

• Recent Advances in Forest Insect Pests and Diseases Monitoring Using UAV-Based Data: A Systematic Review

  Duarte, A., Borralho, N., Cabral, P. & Caetano, M., 1 Jun 2022, In: Forests. 13, 6, p. 1-31 31 p., 911.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • pest monitoring 100%
  • forest insects 97%
  • insect diseases 94%
  • unmanned aerial vehicles 93%
  • forest pests 93%
  15 Citations (Scopus)

  101 Downloads (Pure)

• Sustainable technologies adoption research: A weight and meta-analysis

  Neves, C., Oliveira, T. & Santini, F., Sept 2022, In: Renewable and Sustainable Energy Reviews. 165, p. 1-9 9 p., 112627.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Moderators 100%
  • Renewable energy resources 60%
  • Energy efficiency 59%
  • Electricity 55%
  5 Citations (Scopus)

  6 Downloads (Pure)

• Walkability Indicators in the Aftermath of the COVID-19 Pandemic: A Systematic Review

  Jardim, B. & Neto, M. D. C., 1 Sept 2022, In: Sustainability (Switzerland). 14, 17, p. 1-24 24 p., 10933.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • pandemics 100%
  • Health 54%
  • indicator 44%
  • Viruses 43%
  • physical activity 30%
  6 Citations (Scopus)

  26 Downloads (Pure)
• 2021

  Applications of Blockchain Technology to Higher Education Arena: A Bibliometric Analysis

  Reis-Marques, C., Figueiredo, R. & Neto, M. D. C., 1 Dec 2021, In: European Journal of Investigation in Health, Psychology and Education. 11, 4, p. 1406-1421 16 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Blockchain 100%
  • Bibliometrics 73%
  • Technology 34%
  • Education 33%
  • Artificial Intelligence 17%
  10 Citations (Scopus)

  3 Downloads (Pure)

• Combinatorial optimization problems and metaheuristics: Review, challenges, design, and development

  Peres, F. & Castelli, M., 2 Jul 2021, In: Applied Sciences (Switzerland). 11, 14, p. 1-39 39 p., 6449.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Combinatorial optimization 100%
  • formalism 65%
  • optimization 59%
  • machine learning 57%
  • consolidation 51%
  22 Citations (Scopus)

  13 Downloads (Pure)

• Health-related crises in tourism destination management: A systematic review

  Vong, C., Rita, P. & António, N., 1 Dec 2021, In: Sustainability. 13, 24, p. 1-28 28 p., 13738.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Tourism industry 100%
  • Tourism 97%
  • tourism 72%
  • Health 59%
  • health 55%
  2 Citations (Scopus)

  193 Downloads (Pure)

• Information technology and marketing: an important partnership for decades

  Graesch, J. P., Hensel-Börner, S. & Henseler, J., 4 Feb 2021, In: Industrial Management and Data Systems. 121, 1, p. 123-157 35 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Digital Transformation 100%
  • Marketing Tools 94%
  • Marketing 93%
  • Information technology 85%
  • Marketing Technologies 33%
  17 Citations (Scopus)

  185 Downloads (Pure)

• Machine learning applied to banking supervision a literature review

  Guerra, P. & Castelli, M., 19 Jul 2021, In: Risks. 9, 7, p. 1-24 24 p., 136.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Banking Supervision 98%
  • Literature Review 88%
  • Stress Testing 33%
  • Risk Assessment 23%
  9 Citations (Scopus)

  16 Downloads (Pure)

• Operationalizing places in GIScience: A review

  Tang, V. & Painho, M., 21 Jun 2021, In: Transactions in GIS. 25, 3, p. 1127 - 1152 26 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • geographic information system 100%
  • human geography 41%
  • psychology 32%
  • literature review 28%
  • geography 27%
  4 Citations (Scopus)

  4 Downloads (Pure)

• Statistical Analysis for Revealing Defects in Software Projects: Systematic Literature Review

  Mahmoud, A. N. & Santos, V., 30 Nov 2021, In: International Journal of Advanced Computer Science and Applications. 12, 11, p. 237-249 13 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Statistical methods 100%
  • Defects 80%
  • Regression analysis 17%
  • Electric network analysis 17%
  • Statistical Models 15%
  16 Downloads (Pure)

• Vineyard yield estimation, prediction, and forecasting: A systematic literature review

  Barriguinha, A., Neto, M. D. C. & Gil, A., 7 Sept 2021, In: Agronomy. 11, 9, p. 1-27 27 p., 1789.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • vineyards 100%
  • prediction 65%
  • methodology 25%
  • vegetation index 24%
  • computer vision 23%
  18 Citations (Scopus)

  45 Downloads (Pure)
• 2020

  Customer engagement in social media: a framework and meta-analysis

  Santini, F. D. O., Ladeira, W. J., Pinto, D. C., Herter, M. M., Sampaio, C. H. & Babin, B. J., Nov 2020, In: Journal Of The Academy Of Marketing Science. 48, p. 1211–1228 18 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Customer Engagement 100%
  • Meta-analysis 83%
  • Social Media 67%
  • Firm Performance 28%
  • Positive Emotions 21%
  154 Citations (Scopus)

  1645 Downloads (Pure)

• Old Practice, but Young Research Field: A Systematic Bibliographic Review of Personal Branding

  Scheidt, S., Gelhard, C. & Henseler, J., 11 Aug 2020, In: Frontiers in Psychology. 11, p. 1-18 18 p., 1809.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Terminology 100%
  • field research 95%
  • Systematic Reviews 73%
  • class theory 72%
  • technical language 45%
  15 Citations (Scopus)

  107 Downloads (Pure)

• Project management in public health: a systematic literature review on success criteria and factors

  Santos, C., Santos, V., Tavares, A. & Varajão, J., 2020, In: Portuguese Journal of Public Health. 38, 1, p. 37-48

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • project management 100%
  • Systematic Reviews 68%
  • public health 67%
  • Public Health 66%
  • literature 38%
  5 Citations (Scopus)

  170 Downloads (Pure)

• Transfer learning with convolutional neural networks for diabetic retinopathy image classification: A review

  Kandel, I. & Castelli, M., 1 Mar 2020, In: Applied Sciences (Switzerland). 10, 6, 24 p., 2021.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • image classification 100%
  • Classifier 81%
  • Transfer learning 70%
  • learning 64%
  • Image classification 63%
  80 Citations (Scopus)

  11 Downloads (Pure)

• Understanding the sharing economy and its implication on sustainability in smart cities

  Akande, A., Cabral, P. & Casteleyn, S., 20 Dec 2020, In: Journal of Cleaner Production. 277, p. 1-11 11 p., 124077.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • smart city 100%
  • Smart Cities 97%
  • Sharing Economy 91%
  • Smart city 83%
  • Sustainability 80%
  31 Citations (Scopus)

  190 Downloads (Pure)
• 2019

  Ambient air pollution and lipid profile: systematic review and meta-analysis

  Gaio, V., Roquette, R., Dias, C. M. & Nunes, B., 1 Nov 2019, In: Environmental Pollution. 254, 113036.

  Research output: Contribution to journal › Review article › peer-review

  • Lipids 100%
  • Air Pollution 98%
  • Air pollution 85%
  • meta-analysis 82%
  • ambient air 74%
  66 Citations (Scopus)

• Analysing recent augmented and virtual reality developments in tourism

  Moro, S., Rita, P., Ramos, P. & Esmerado, J., Nov 2019, In: Journal of Hospitality and Tourism Technology. 10, 4, p. 571-586

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • virtual reality 100%
  • Virtual Reality 98%
  • Tourism 93%
  • Augmented reality 81%
  • tourism 70%
  41 Citations (Scopus)

• Challenges and Promises of Radiomics for Rectal Cancer

  Moreira, J. M., Santiago, I., Santinha, J., Figueiredo, N., Marias, K., Figueiredo, M., Vanneschi, L. & Papanikolaou, N., Dec 2019, In: Current Colorectal Cancer Reports. 15, 6, p. 175-180 6 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Rectal Neoplasms 100%
  • Machine Learning 27%
  • Validation Studies 27%
  • Neoplasm Staging 26%
  • Diagnostic Imaging 25%
  6 Citations (Scopus)

  3 Downloads (Pure)

• Consumer perception of tourist experience through online reviews: The islands of the senses of Cape Verde

  Oliveira, C., Brochado, A., Moro, S. & Rita, P., 2 Dec 2019, In: Worldwide Hospitality and Tourism Themes. 11, 6, p. 696-717 22 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Cape Verde 100%
  • Tourist Experience 82%
  • Online Reviews 76%
  • Consumer Perceptions 63%
  • tourist 61%
  12 Citations (Scopus)

  265 Downloads (Pure)

• Gamification and serious games: A literature meta-analysis and integrative model

  Baptista, G. & Oliveira, T., 1 Mar 2019, In: Computers in Human Behavior. 92, p. 306-315 10 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Meta-analysis 100%
  • Gamification 97%
  • Serious games 94%
  • Intention 68%
  • Meta-Analysis 55%
  114 Citations (Scopus)

  44 Downloads (Pure)
• 2018

  Burned area estimations derived from Landsat ETM+ and OLI data: Comparing Genetic Programming with Maximum Likelihood and Classification and Regression Trees

  Cabral, A. I. R., Silva, S., Silva, P. C., Vanneschi, L. & Vasconcelos, M. J., 1 Aug 2018, In: ISPRS Journal of Photogrammetry and Remote Sensing. 142, p. 94-105 12 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Genetic programming 100%
  • programming 99%
  • regression analysis 88%
  • Maximum likelihood 81%
  • Landsat 76%
  48 Citations (Scopus)

  14 Downloads (Pure)

• Data science for hospitality and tourism

  Rita, P., Rita, N. & Oliveira, C., 3 Dec 2018, In: Worldwide Hospitality and Tourism Themes. 10, 6, p. 717-725 9 p.

  Research output: Contribution to journal › Review article › peer-review

  • Tourism and Hospitality 100%
  • tourism 78%
  • Tourism 73%
  • science 56%
  • state of the art 49%
  4 Citations (Scopus)

• E-participation adoption models research in the last 17 years: A weight and meta-analytical review

  Naranjo-Zolotov, M., Oliveira, T. & Casteleyn, S., 1 Apr 2018, In: Computers in Human Behavior. 81, p. 350-365 16 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Participation 100%
  • Meta-analysis 99%
  • Weights and Measures 93%
  • Intention 91%
  • Usefulness 89%
  85 Citations (Scopus)

  136 Downloads (Pure)
• 2017

  Literature review of mobile banking and individual performance

  Tam, C. & Oliveira, T., 2017, In: International Journal of Bank Marketing. 35, 7, p. 1042-1065 24 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Literature Review 100%
  • Individual Performance 96%
  • Banking 65%
  • Behavioral Intention 17%
  • Perceived Ease of Use 11%
  90 Citations (Scopus)

  1971 Downloads (Pure)
• 2016

  A weight and a meta-analysis on mobile banking acceptance research

  Baptista, G. & Oliveira, T., 1 Oct 2016, In: Computers in Human Behavior. 63, p. 480-489 10 p.

  Research output: Contribution to journal › Review article › peer-review

  • acceptance research 100%
  • Meta-analysis 80%
  • Banking 68%
  • banking 63%
  • Intention 55%
  112 Citations (Scopus)

• Forecasting tomorrow’s tourist

  Moro, S. & Rita, P., 2016, In: Worldwide Hospitality and Tourism Themes. 8, 6, p. 643-653 11 p.

  Research output: Contribution to journal › Review article › peer-review

  • tourist 100%
  • Tourists 99%
  • tourism 96%
  • Tourism 90%
  • forecasting 83%
  13 Citations (Scopus)

• Review and discussion of homogenisation methods for climate data

  Ribeiro, S., Caineta, J. & Costa, A. C., 1 Aug 2016, In: Physics and Chemistry of the Earth. 94, p. 167-179 13 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • climate 100%
  • Homogenization 90%
  • homogenizing 82%
  • irregularities 42%
  • method 17%
  38 Citations (Scopus)

  16 Downloads (Pure)
• 2015

  Consistent partial least squares path modeling

  Dijkstra, T. K. & Henseler, J., 1 Jun 2015, In: MIS Quarterly: Management Information Systems. 39, 2, p. 297-316 20 p.

  Research output: Contribution to journal › Review article › peer-review

  • Latent Class Analysis 100%
  • Partial Least Squares 70%
  • Modeling 45%
  • Information systems 31%
  • Monte Carlo Simulation 24%
  1315 Citations (Scopus)
• 2013

  An applied comparison of area-level linear mixed models in small area estimation

  Pereira, L. N. & Coelho, P. S., 1 Jan 2013, In: Communications in Statistics: Simulation and Computation. 42, 3, p. 671-685 15 p.

  Research output: Contribution to journal › Review article › peer-review

  • Small Area Estimation 100%
  • Linear Mixed Model 90%
  • Autocorrelation 25%
  • Spatial Dependence 25%
  • Benchmark 17%

• Entropy in urban systems

  Cabral, P., Augusto, G., Tewolde, M. & Araya, Y., 1 Jan 2013, In: Entropy. 15, 12, p. 5223-5236 14 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • entropy 100%
  80 Citations (Scopus)

  8 Downloads (Pure)