Banner Portal
Business strategic management: Proposal of a model of informational monitoring in the era of big data
Vol. 15 No. 2 (2017), Articles
Vol. 15 No. 2 (2017)

Business strategic management: Proposal of a model of informational monitoring in the era of big data

Articles
https://doi.org/10.20396/rdbci.v15i2.8647124
Published 2017-04-03
Orandi Mina Falsarella
Pontifícia Universidade Católica de Campinas
http://orcid.org/0000-0002-2200-5094
Celeste Aída Sirotheau Corrêa Jannuzzi
Pontifícia Universidade Católica de Campinas
http://orcid.org/0000-0002-0338-9678
Cibele Roberta Sugahara
Pontifícia Universidade Católica de Campinas
http://orcid.org/0000-0002-3481-8914
PORTUGUES (Português (Brasil))
INGLES (Português (Brasil))
XML (Português (Brasil))

Keywords

Strategic management. Organizational and competitive intelligence. Intelligent software agent. Big data.

How to Cite

FALSARELLA, Orandi Mina; JANNUZZI, Celeste Aída Sirotheau Corrêa; SUGAHARA, Cibele Roberta. Business strategic management: Proposal of a model of informational monitoring in the era of big data. RDBCI: Digital Journal of Library and Information Science, Campinas, SP, v. 15, n. 2, p. 420–441, 2017. DOI: 10.20396/rdbci.v15i2.8647124. Disponível em: https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8647124. Acesso em: 17 jul. 2024.
ACM ACS APA ABNT Chicago Harvard IEEE MLA Turabian Vancouver

Download Citation

Endnote/Zotero/Mendeley (RIS) BibTeX
Crossref
Scopus
Google Scholar
Europe PMC

Abstract

This paper aims to propose an Informational Monitoring Model that can support the business strategic management, in order to identify threats and opportunities, and strengths and weaknesses, providing the obtainment of important information for the preparation and monitoring of the Business Strategic Planning. Under the methodological aspect, it is a theoretical discussion based on literature that seeks to recover concepts related to Big Data and Intelligent Software Agent, identifying characteristics that if automated, can contribute to the process of search and analysis of relevant data and information for the preparation and monitoring of the Business Strategic Planning. Finally, it demonstrates that in the intersection of these concepts is possible to observe a system of Competitive Intelligence and Organizational that can be expanded and evolved to use the features of Big Data and Intelligent Software Agent, allowing one to build as a result of the discussion, the model proposed.
https://doi.org/10.20396/rdbci.v15i2.8647124
PORTUGUES (Português (Brasil))
INGLES (Português (Brasil))
XML (Português (Brasil))

References

ANDERSON, Lisa; RÖNNBOM, Åsa. Intelligent agents - a New Technology for Future Distributed Sensor Systems?. 2009. Master Thesis (Informatics Master) - Department of Informatics, School of Economies and Commercial Law, Göteborg University, Gothenburg, SE, 2009.

AGARWAL, Puneet; SHROFF, Gautam; MALHOTRA, Pankaj. Approximate Incremental Big-Data Harmonization. In: IEEE INTERNATIONAL CONGRESS ON BIG DATA, 2., 2013, Santa Clara, CA. Anais eletrônicos... Disponível em: < http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6596172> Acesso em: 10 dez. 2014.

ALVES, Robson de Paula; FALSARELLA, Orandi Mina. Modelo conceitual de inteligência organizacional aplicada à função manutenção. Gestão e Produção, São Carlos, v. 16, n. 2, p. 313-324, abr.-jun. 2009.

ARON, Ravi; SUNDARARAJAN, Arun; VISWANATHAN, Siva. Intelligent agents in electronic markets for information goods: customization, preference revelation and pricing. Decision Support Systems, Atlanta, v. 41, n. 4, p. 764-786, mai. 2006.

BARFIELD, Woodrow. Issues of Law for Software Agents within Virtual Environments. MIT Press Journals, Cambridge, v. 14, n. 6, p. 741-748, mar. 2006.

BEGOLI, Edmon; HOREY, James. Design principles for effective knowledge discovery from big data. In: SOFTWARE ARCHITECTURE (WICSA) AND EUROPEAN CONFERENCE ON SOFTWARE ARCHITECTURE (ECSA), 2012, Helsink. Anais eletrônicos... IEEE/IFIP, 2012. p. 215-218.

BEULKE, Dave. Big Data Impacts Data Management: The 5 Vs of Big Data [Blog post]. Dave Beulke Blog, 2011. Disponível em: Acesso em: 15 jul. 2014.

BORKAR, Vinayak R.; CAREY, Michael J.; LI, Chen. Big data platforms: What's next?. XRDS: Crossroads, The ACM Magazine for Students, v. 19, n. 1, p. 44-49. sep./nov.2012.

DEMIRKAN, Haluk; DELEN, Dursun. Leveraging the capabilities of service-oriented decision support systems: Putting analytics and big data in cloud. Decision Support Systems, Atlanta, v. 55, n. 1, p. 412-421, 2013.

FALSARELLA, Orandi Mina; JANNUZZI, Celeste Aída Sirotheau Corrêa; SUGAHARA, Cibele Roberta. Planejamento estratégico empresarial: proposta de um sistema de inteligência organizacional e competitiva. RDBCI: Revista Digital de Biblioteconomia e Ciência da Informação, Campinas, v. 12, n.2, p. 193-216, 2014.

HAN, Xiaoyue et al. A Big Data model supporting information recommendation in social networks. In: INTERNATIONAL CONFERENCE ON CLOUD AND GREEN COMPUTING (CGC), 2., 2012, Hunan. Anais eletrônicos... Hunan: IEEE, 2012. p. 810-813.

HICKMAN, Trey. Thanks for the memory: Cooperative autonomous agent search in uncertain environments. Computers in Human Behavior, Atlanta, v. 26, n. 6, p. 1266-1275, nov.2010.

JENNINGS, Nicholas R. On agent-based software engineering. Artificial intelligence, v.117, n. 2, p. 277-296, mar.2000.

JI, Changqing et al. Big Data Processing in Cloud Computing Environments. In: INTERNATIONAL SYMPOSIUM ON PERVASIVE SYSTEMS, ALGORITHMS AND NETWORKS (ISPAN), 12. 2012, San Marcos, Texas. Anais eletrônicos... IEEE, 2012. p. 17-23. Disponível em: < http://www.researchgate.net/publication/235933401_Big_Data_Processing_in_Cloud_Computing_Environments> Acesso em: 12 mar. 2014.

KAISLER, Stephen; ARMOUR, Frank; ESPINOSA, Alberto. Introduction to Big Data: Scalable Representation and Analytics for Data Science Minitrack. In: HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (HICSS), 46. 2013, Hawaii. Anais eletrônicos... IEEE, 2013. p. 984-984. Disponível em:< http://www.hicss.hawaii.edu/hicss_46/apahome46.htm> Acesso em: 23 jun. 2014.

KVASSOV, Vladimir. Strategic decisions and intelligent tools. In: HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, 33. 2000, Hawaii. Anais eletrônicos... IEEE, 2000. p. 1-7. Disponível em:< http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=926666&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D926666 > Acesso em: 23 jun. 2014.

LAKATOS, Eva Maria; MARCONI, Marina de Andrade. Metodologia do trabalho científico. 7 ed. São Paulo: Atlas, 2007.

MAES, Pattie apud DUAN, Yanqing et al. Supporting decision making process with “ideal” software agents–What do business executives want?. Expert Systems with Applications, Atlanta, v. 39, n. 5, p. 5534-5547, apr. 2012.

MITHAS, Sunil et al. Leveraging Big Data and Business Analytics [Guest editors' introduction]. IT professional, Los Alamitos/CA, v. 15, n. 6, p. 18-20, nov./dec. 2013. Disponível em < http://cloudcomputing.ieee.org/csdl/mags/it/2013/06/mit2013060018.pdf> Acesso em: mar. 2014.

MUNTEAN, Mihaela; TOMA, Cristian. Mobile Agents Systems in Wireless Applications. Journal of Mobile, Embedded and Distributed Systems, Bucareste, v. 1, n. 1, p. 13-19, 2009. Disponível em < http://www.jmeds.eu/index.php/jmeds/article/view/Mobile-Agents-Systems-in-Wireless-Applications> Acesso em: apr. 2014.

NÉRI, Edmilson Lucena. Agentes de software: delegando decisões a programas. RAE-eletrônica, São Paulo, v. 4, n. 1, art. 3, jan./jul.2005.

OLIVEIRA, Djalma de Pinho Rebouças de. Sistemas de Informações Gerenciais: estratégicas, táticas, operacionais. 16.ed. São Paulo: Atlas, 2014.

OLIVEIRA, Letícia de. A estratégia organizacional na competitividade: um estudo teórico. REAd - Revista Eletrônica de Administração, Porto Alegre, 40 ed. v. 10., n.4, jul./ago. 2004.

PORTER, Michael Eugene. Estratégia competitiva. Técnicas para análise de indústrias e da Concorrência. 2 ed. Rio de Janeiro: Campus, 2004.

RESENDE, Solange Oliveira. Sistemas inteligentes. Fundamentos e Aplicações. Barueri: Manole, 2003.

SINGH, Sachchidanand; SINGH, Nirmala. Big Data Analytics. In: INTERNATIONAL CONFERENCE ON COMMUNICATION, 2012, Ottawa. Anais eletrônicos... Ottawa: Information & Computing Technology (ICCICT), Oct. 19-20, 2012. p.1-4. Disponível em: < http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6398180&tag=1> Acesso em: jun. 2014.

SPROULE, Susan; ARCHER, Norman P. Knowledge agents for search and choice support in e-commerce: a decision support systems approach. Journal of Electronic Commerce Research,Taipei, v. 1, n.4, p. 152-165, 2000. Disponível em: < http://web.csulb.edu/journals/jecr/issues/20004/paper4.pdf> Acesso em: jun. 2014.

STAREC, Claudio; GOMES, Elisabeth; BEZERRA, Jorge (Org.). Gestão estratégica da informação e inteligência competitiva. São Paulo: Saraiva, 2005.

THOMPSON JR., Arthur A.; STRICKLAND III, A. J.; GAMBLE, John E. Administração estratégica. 15 ed., Porto Alegre: AMGH, 2008.

VALENTIM, M. L. P. et al. O processo de inteligência competitiva em organizações. Datagramazero, Rio de Janeiro, v. 4, n.3, p. 1-23, 2003.


RDBCI: Revista Digital de Biblitoeconomia e Ciência da Informação /  Digital Journal of Library and Information Science uses the Creative Commons (CC) license, thus preserving the integrity of articles in an open access environment, in which:

  • This publication reserves the right to modify the original, regarding norms, spelling and grammar, in order to maintain the standards of the language, still respecting author writing style;
  • The original documents will not be returned to the authors;
  • Published works become Revista Digital de Biblitoeconomia e Ciência da Informação /  Digital Journal of Library and Information Science's property, their second partial or full print being subject to expressed authorization by RDBCI's editor;
  • The original source of publicaton must be provided at all times;
  • The authors are solely responsible fo the views expressed within the document.

Downloads

Download data is not yet available.