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Virpi Hotti

Virpi Hotti

Senior University Lecturer

I work as a lecturer in courses such as insights from data, information systems design and resear...

School of Computing, Faculty of Science, Forestry and Technology

[email protected] | +358 40 562 9192

Information Publications

Keywords

datafication digitalization insights from data

Publications

51/51 items

Business-driven Data Model for Consistent Software Robot Monitoring in 24/7 Environments
Hartikainen, E; Hotti, V; Tukiainen, M, 2025, IEEE access, 13, 169929-169952. A1 Journal article (refereed), original research
Evaluation of robotic process automation tasks in large-scale environments: Success rates for performance and Z scoring for non-conformity
Hartikainen, Eija; Hotti, Virpi, 2024. A4 Conference proceedings
Hidden stakeholder views in Finnish archival act law drafting: a recordkeeping perspective
Kautto, Tuija; Hotti, Virpi, 2024, Records management journal, 32, 2/3, 205-218. A1 Journal article (refereed), original research
Improving Software Robot Maintenance in Large-Scale Environments-is Center of Excellence a Solution?
Hartikainen, Eija; Hotti, Virpi; Tukiainen, Markku, 2022, IEEE access, 10, 96760-96773. A1 Journal article (refereed), original research
Awareness of automation, data origins, and processing stakeholders by parsing the general data protection regulation sanction-based articles
Gain, Ulla; Hotti, Virpi, 2021, Electronic government, 17, 4, 404-437. A1 Journal article (refereed), original research
Low-code autoML-augmented data pipeline - a review and experiments
Gain, Ulla; Hotti, Virpi, 2021, 12015. A4 Conference proceedings
DataOps - oleellinen osa organisaatioiden orkestrointeja
Hotti, Virpi, 2020, Sytyke, 3, 20-22. D1 Article in a trade journal
Tullidata - Excel-työkalu ja suoritettava asiakirja (Colab)
Koponen Mikko; Hotti, Virpi, 2020. D4 Published development or research report or study
Datafikaatio - Esimerkkinä Jukolan viestiin ja Ilosaarirockiin osallistuneiden psykografiset tiedot sekä keskiarvoistettujen sanavektorien klusterointi
Koponen, Mikko; Hotti, Virpi; Lind, Säde, 2019. D4 Published development or research report or study
Voices behind indicators for welfare and healthcare in Finland
Mussalo, Petteri; Hotti, Virpi; Mussalo, Hanna, 2019, Finnish Journal of eHealth and eWelfare, 11, 4, 267-286. A1 Journal article (refereed), original research
Behavioral Interventions from Trait Insights
Gain, Ulla; Koponen, Mikko; Hotti, Virpi, 2018, Li, Hongxiu; Pálsdóttir, Ágústa; Trill, Roland; Suomi, Reima; Amelina, Yevgeniya, Well-Being in the Information Society: Fighting Inequalities:7th International Conference, WIS 2018, Turku, Finland, August 27-29, 2018, Proceedings, 14-27. A4 Conference proceedings
Common controls driven conceptual leadership framework
Mussalo, Petteri; Hotti, Virpi; Kirjanen, Anastasia; Lauronen, Henna; Härkönen, Hannu; Huikari, Juho; Holopainen, Jukka, 2018, Finnish Journal of eHealth and eWelfare, 10, 1, 89-101. A1 Journal article (refereed), original research
Types of Data Clarify Senses of Data Processing Purpose in Health Care
Mussalo, Petteri; Gain, Ulla; Hotti, Virpi, 2018, Mantas, John; Sonicki, Zdenko; Crisan-Vida, Mihaela; Fister, Kristina; Hägglund, Maria; Kolokathi, Aikaterini; Hercigonja-Szekeres, Mira, Decision Support Systems and Education, 55-59. A4 Conference proceedings
Voices of Authorities and Shareholders Affect Voices of Processes
Mussalo, Petteri; Hotti, Virpi; Mussalo, Hanna, 2018, Li, Hongxiu; Pálsdóttir, Ágústa; Trill, Roland; Suomi, Reima; Amelina, Yevgeniya, Well-Being in the Information Society: Fighting Inequalities:7th International Conference, WIS 2018, Turku, Finland, August 27-29, 2018, Proceedings, 88-100. A4 Conference proceedings
Automation capabilities challenge work activities cognitively
Gain Ulla, Hotti Virpi, Lauronen Henna, 2017, Futura, 36, 2, 25-35. A1 Journal article (refereed), original research
Jukola 2017 pilotti : Somedataselvitys
Holopainen Jukka, Hotti Virpi, 2017. D4 Published development or research report or study
Kognitiivisten palvelujen ja kognitiivisten prosessien kohdentaminen
Hotti Virpi, Lauronen Henna, 2017, Finnish Journal of eHealth and eWelfare, 9, 2-3, 121-135. A1 Journal article (refereed), original research
Kognitiivisuus haastaa näkemyspalvelut
Hotti Virpi, 2017, Futura, 36, 2, 65. B1 Non-refereed journal articles
Tones and traits - experiments of text-based extractions with cognitive services
Gain Ulla, Hotti VIrpi, 2017, Finnish Journal of eHealth and eWelfare, 9, 2-3, 82-94. A1 Journal article (refereed), original research
Exploitation and exploration underpin business and insights underpin business analytics
Hotti V, Gain U, 2016, Hongxiu Li, Pirkko Nykänen, Reima Suomi, Nilmini Wickramasinghe, Gunilla Widén, Ming Zhan, Building Sustainable Health Ecosystems, 223-237. A3 Book section, Chapters in research books
Framework-based ICT governance and survey in Northern Savonia
Hotti V, Meriläinen H, 2016, Hongxiu Li, Pirkko Nykänen, Reima Suomi, Reima Suomi, Gunilla Widén, Ming Zhan, Building Sustainable Health Ecosystems, 193-206. A3 Book section, Chapters in research books
Sisällön tulkinta haastaa Big Datan louhijat
Hotti Virpi, 2016, Futura, 35, 2, 70-79. A1 Journal article (refereed), original research
Data Assessment Model for Strategic Management
Kontio Mikko, Marttila-Kontio Maija, Hotti Virpi, 2015, Communications of the IBIMA. A1 Journal article (refereed), original research
Defining the relationships between IT service management and IT service governance
Jäntti Marko, Hotti Virpi, 2015, Information technology and management, [epub ahead of print 30 June 2015], 1-10. A1 Journal article (refereed), original research
Tietohallinnon ohjauksen merkityksen organisaatiotasoinen arviointi
Meriläinen Heikki, Hotti Virpi, Juvonen Pirjo, Isoniemi Eira, 2015, Finnish Journal of eHealth and eWelfare, 7, 1, 26-35. A1 Journal article (refereed), original research
Advanced Data Analytics Education for Students and Companies
Marttila-Kontio Maija, Kontio Mikko, Hotti Virpi, 2014, -, Proceedings of the 2014 Innovation and Technology in Computer Science Education, 249-254, Annual conference on innovation and technology in computer science education. A4 Conference proceedings
Construction of business-driven capta processing
Hotti Virpi, Gain Ulla, Lintula Heli, Puumalainen Anssi, Salomaa Harri, 2014, Mokrys, M. Badura, S. (eds.), The 3rd Virtual International Conference on Advanced Research in Areas (ARSA) December, 1.-5. 2014, 45-49. A3 Book section, Chapters in research books
Data assessment model for strategic management
Kontio Mikko, Marttila-Kontio Maija, Hotti Virpi, 2014, -, Proceedings of the 23rd (IBIMA) International Business Information on Vision 2020: Sustainable Growth, Economic Development, and Global Competitiveness, 139-146. A3 Book section, Chapters in research books
Different Notions Lead Difficulties of Making Information System Modernization Decisions
Saarelainen Miia-Maarit, Hotti Virpi, 2014, -, Proceedings of The Fourth International Conference on Digital Information Processing and Communications (ICDIPC2014), 43-52, International Conference on Digital Information Processing and Communications. A4 Conference proceedings
Discipline-free and standard-based requirements for IT top management
Hotti Virpi, 2014, -, Proceedings of The Fourth International Conference on DigitalInformation Processing and Communications, 43-52, International Conference on Digital Information Processing and Communications. A4 Conference proceedings
Exploring the Role of IT Service Management and IT Service Governance within IT Governance
Jäntti, Marko; Virkanen, Hannu; Mykkänen, Juha; Hotti, Virpi, 2014, Ning B, Chen J, Cai X, Zhang Z, Zhang R, Zhang J, The 11th International Conference on Service Systems and Service Management ICSSSM'2014, 1-6, International conference on service systems and service management. A4 Conference proceedings
Framework-Based Data Requirements for IT Top Management
Hotti Virpi, 2014, International journal of digital information and wireless communications, 4, 3, 33-38. A1 Journal article (refereed), original research
ICT governance: Literature review and Survey in Northern Savonia
Hotti Virpi, Meriläinen Heikki, Salomaa Harri, Lahtela Antti, 2014, International journal of digital information and wireless communications, 4, 3, 67-74. A1 Journal article (refereed), original research
Kohti kansalaiskeskeistä palveluiden kehittämistä - miten yhdistää tiedolla johtaminen ja kokonaisarkkitehtuurityö
Ritvanen Hannu, Sinipuro Jaana, Hotti Virpi, 2014, Finnish Journal of eHealth and eWelfare, 6, 2-3, 127-135. A1 Journal article (refereed), original research
Literature-based and Architecture-based Modernization
Hotti Virpi, Saarelainen Miia-Maarit, 2014, International journal of digital information and wireless communications, 4, 3, 39-47. A1 Journal article (refereed), original research
Service Support in IT Governance, IT Management and Enterprise Architecture Context
Lahtela Antti, Hotti Virpi, Salomaa Harri, 2014, -, Procedings of the fourth International Conference on Digital Information Processing and Communications, 166-172, International Conference on Digital Information Processing and Communications. A4 Conference proceedings
Unsupervised-oriented Hits Appraisal
Hotti Virpi, 2014, International journal of modern sciences and engineering technology, 1, 2, 9-17. A1 Journal article (refereed), original research
Big Data Analytics for Professionals, Data-milling for Laypeople
Gain Ulla, Hotti Virpi, 2013, World journal of computer application and technology, 1, 2, 51-57. A1 Journal article (refereed), original research
Critical Success Factors for Adopting Enterprise Architecture Metamodels in the Health Sector: Literature Review.
Makola David, Hotti Virpi, 2013, Journal of health informatics in Africa, 1, 1. A1 Journal article (refereed), original research
Semantic Documents - Example for CCTS-Based and RDFa-Annotated XHTML Documents
Lintula Heli, Leinonen Paula, Hotti Virpi, 2013, Siricharoen W.V., The International Conference on E-Technologies and Business on the Web (EBW2013), Bangkok, Thailand, May 7-9, 2013, 120-125, International Conference on E-Technologies and Business on the Web. A4 Conference proceedings
Sosiaalihuollon avoin asiakastietomalli ja sen kehittämisessä ja soveltamisessa käytetyt standardit
Lintula Heli, Hotti Virpi, Leinonen Paula, 2013, Finnish Journal of eHealth and eWelfare, 5, 2-3, 94-105. A1 Journal article (refereed), original research
Strategian mukaista - periaatteessa, mutta miten käytännössä?
Hotti Virpi, 2012, Tietoasiantuntija, 27, 2-3, 39-40. D1 Article in a trade journal
XHTML with RDFas a Semantic Document Format for CCTS Modelled Documents and Its Application for Social Services
Hyppönen Konstantin, Alonen Miika, Korhonen Sami, Hotti Virpi, 2012, Lecture notes in computer science.
Product mix and its optimisation in a paper mill according to the profitability computation of process measurements
Mattila J, Hotti V & Juhola M, 2011, International journal of computer aided engineering and technology, 3, 2, 155-174. A1 Journal article (refereed), original research
Is the ontological approach for the grade concept a necessity for successful product profitability calculation in a paper mill?
Mattila J, Tiihonen T, Hotti V, Juhola M, 2008, OPEN APPLIED INFORMATICS JOURNAL [ONLINE], 2, 32-43. A1 Journal article (refereed), original research
Defects reports in open source software maintenance process - openoffice.org case study
Koponen T, Lintula H, Hotti V, 2006, Cheng AMK, Proceedings of the 10th IASTED International Conference on Software Engineering and Applications, 434-439. A4 Conference proceedings
Exploring the maintenance process through the defect management in the open source projects - four case studies [cd-rom]
Lintula H, Koponen T, Hotti V, 2006, International Conference on Software Engineering Advances (ICSEA 2006), [5 p.]. A4 Conference proceedings
Defects in open source software maintenance - two case studies: Apache and Mozilla
Koponen T, Hotti V, 2005, Arabnia HR, Reza H, Proceedings of the 2005 International Conference on Software Engineering Research and Pracitice SERP'05, 688-693. A4 Conference proceedings
Open source software maintenance process framework
Koponen T, Hotti V, 2005, Proceedings of The Fifth Workshop on Open Source Software Engineering, 5 s.. A4 Conference proceedings
Evaluation framework of open source software
Koponen T, Hotti V, 2004, Arabnia HR, Reza H, Proceedings of the International Conference on Software Engineering Research and Practice SERP'04, 897-902. A4 Conference proceedings
Informal and Formal Requirements Specification
Kasurinen V, 1999, Kuopion yliopiston julkaisuja C. Luonnontieteet ja ympäristötieteet. G4 Doctoral dissertation (monograph)

University of Eastern Finland Joensuu, Kuopio © University of Eastern Finland

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Virpi Hotti

Keywords

Business-driven Data Model for Consistent Software Robot Monitoring in 24/7 Environments

Evaluation of robotic process automation tasks in large-scale environments: Success rates for performance and Z scoring for non-conformity

Hidden stakeholder views in Finnish archival act law drafting: a recordkeeping perspective

Improving Software Robot Maintenance in Large-Scale Environments-is Center of Excellence a Solution?

Awareness of automation, data origins, and processing stakeholders by parsing the general data protection regulation sanction-based articles

Low-code autoML-augmented data pipeline - a review and experiments

DataOps - oleellinen osa organisaatioiden orkestrointeja

Tullidata - Excel-työkalu ja suoritettava asiakirja (Colab)

Datafikaatio - Esimerkkinä Jukolan viestiin ja Ilosaarirockiin osallistuneiden psykografiset tiedot sekä keskiarvoistettujen sanavektorien klusterointi

Voices behind indicators for welfare and healthcare in Finland

Behavioral Interventions from Trait Insights

Common controls driven conceptual leadership framework

Types of Data Clarify Senses of Data Processing Purpose in Health Care

Voices of Authorities and Shareholders Affect Voices of Processes

Automation capabilities challenge work activities cognitively

Jukola 2017 pilotti : Somedataselvitys

Kognitiivisten palvelujen ja kognitiivisten prosessien kohdentaminen

Kognitiivisuus haastaa näkemyspalvelut

Tones and traits - experiments of text-based extractions with cognitive services

Exploitation and exploration underpin business and insights underpin business analytics

Framework-based ICT governance and survey in Northern Savonia

Sisällön tulkinta haastaa Big Datan louhijat

Data Assessment Model for Strategic Management

Defining the relationships between IT service management and IT service governance

Tietohallinnon ohjauksen merkityksen organisaatiotasoinen arviointi

Advanced Data Analytics Education for Students and Companies

Construction of business-driven capta processing

Data assessment model for strategic management

Different Notions Lead Difficulties of Making Information System Modernization Decisions

Discipline-free and standard-based requirements for IT top management

Exploring the Role of IT Service Management and IT Service Governance within IT Governance

Framework-Based Data Requirements for IT Top Management

ICT governance: Literature review and Survey in Northern Savonia

Kohti kansalaiskeskeistä palveluiden kehittämistä - miten yhdistää tiedolla johtaminen ja kokonaisarkkitehtuurityö

Literature-based and Architecture-based Modernization

Service Support in IT Governance, IT Management and Enterprise Architecture Context

Unsupervised-oriented Hits Appraisal

Big Data Analytics for Professionals, Data-milling for Laypeople

Critical Success Factors for Adopting Enterprise Architecture Metamodels in the Health Sector: Literature Review.

Semantic Documents - Example for CCTS-Based and RDFa-Annotated XHTML Documents

Sosiaalihuollon avoin asiakastietomalli ja sen kehittämisessä ja soveltamisessa käytetyt standardit

Strategian mukaista - periaatteessa, mutta miten käytännössä?

XHTML with RDFas a Semantic Document Format for CCTS Modelled Documents and Its Application for Social Services

Product mix and its optimisation in a paper mill according to the profitability computation of process measurements

Is the ontological approach for the grade concept a necessity for successful product profitability calculation in a paper mill?

Defects reports in open source software maintenance process - openoffice.org case study

Exploring the maintenance process through the defect management in the open source projects - four case studies [cd-rom]

Defects in open source software maintenance - two case studies: Apache and Mozilla

Open source software maintenance process framework

Evaluation framework of open source software

Informal and Formal Requirements Specification