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[{"key": "dc.contributor.advisor", "value": "Kokko, Tuomas", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Saarelainen, Sami", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2024-12-17T07:23:12Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2024-12-17T07:23:12Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2024", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/99027", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Prosessilouhinta on data-analytiikkaa ja prosessimallintamista yhdist\u00e4v\u00e4 teknologia, joka mahdollistaa organisaatioiden toiminnan tarkastelun ja parantamisen. Koska organisaatiot ovat yh\u00e4 kiinnostuneempia hy\u00f6dynt\u00e4m\u00e4\u00e4n todisteisiin perustuvaa tietoa kilpailuedun saavuttamiseksi, prosessilouhinta on saanut kasvavaa suosiota. T\u00e4ss\u00e4 tutkielmassa tarkastellaan prosessilouhintaa sen mahdollisuuksien ja haasteiden n\u00e4k\u00f6kulmasta organisaatioiden liiketoimintaprosessien hallinnassa (BPM). Tutkielman tavoitteena on selvitt\u00e4\u00e4 kirjallisuuskatsauksen avulla, kuinka prosessilouhinta voi edist\u00e4\u00e4 liiketoimintaprosessien kehitt\u00e4mist\u00e4 ja millaisia esteit\u00e4 sen implementaatiossa ja harjoittamisessa kohdataan. Kirjallisuuden perusteella tutkielmassa tunnistetaan prosessilouhinnan keskeiset mahdollisuudet, jotka j\u00e4sennet\u00e4\u00e4n BPM:n avainelementtien \u2013 strategisen linjauksen, hallinnan, ihmisten ja kulttuurin sek\u00e4 metodien ja IT:n \u2013 mukaan. N\u00e4ihin mahdollisuuksiin kuuluvat muun muassa prosessien l\u00e4pin\u00e4kyvyyden parantaminen, analyysien monipuoliset kyvykkyydet ja dataan perustuvan p\u00e4\u00e4t\u00f6ksenteon tukeminen. N\u00e4iden avulla voidaan parantaa resurssien hy\u00f6dynt\u00e4mist\u00e4, mik\u00e4 tukee organisaation suorituskyky\u00e4 ja strategiaa. Samalla kuitenkin ilmenee haasteita, kuten rajoittunut datan saatavuus, monimutkainen datan esik\u00e4sittely sek\u00e4 haasteet johtamisessa ja prosessilouhintaan tarvittavassa osaamisessa, jotka hankaloittavat prosessilouhinnan harjoittamista. T\u00e4m\u00e4 tutkielma laajentaa ymm\u00e4rryst\u00e4 prosessilouhinnan mahdollisuuksista ja haasteista liiketoimintaprosessien hallinnassa, tarjoten n\u00e4k\u00f6kulmia jatkotutkimukselle ja k\u00e4yt\u00e4nn\u00f6n suosituksia sen tehokkaampaan hy\u00f6dynt\u00e4miseen organisaatioissa.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Process mining is a technology that combines data analytics and process modelling, enabling organizations to examine and improve their operations. As organizations increasingly seek to leverage evidence-based insights to gain a competitive advantage, the adoption of process mining has grown significantly. This thesis examines process mining and its opportunities and challenges in the context of business process management (BPM). The aim of this thesis is to conduct a literature review to explore how process mining can contribute to the development of business processes and what problems might arise in its implementation and practice. Based on the literature, the thesis identifies the key opportunities of process mining. These opportunities are categorized along the key elements of BPM \u2013 strategic alignment, management, people and culture, as well as methods and IT. They include improving process transparency, enhancing process analysis, and supporting data-driven decision-making, among others. These factors can lead to more efficient resource utilization, which supports the organization\u2019s performance and strategy. However, various challenges also emerge, such as limited data availability, complex data preprocessing, as well as managemental issues and insufficient process mining skills. This thesis expands the understanding of the opportunities and challenges of process mining in business process management, offering insights for future research and practical recommendations for its more effective utilization in organizations.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2024-12-17T07:23:12Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2024-12-17T07:23:12Z (GMT). No. of bitstreams: 0\n Previous issue date: 2024", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "30", "language": "", "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "In Copyright", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.subject.other", "value": "liiketoimintaprosessien hallinta", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "prosessianalyysi", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Prosessilouhinnan mahdollisuudet ja haasteet organisaatioissa", "language": "", "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "bachelor thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-202412177842", "language": "", "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Bachelor's thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Kandidaatinty\u00f6", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Informaatioteknologia", "language": "fi", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Information Technology", "language": "en", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Tietoj\u00e4rjestelm\u00e4tiede", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Information Systems Science", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "yvv.contractresearch.funding", "value": "0", "language": "", "element": "contractresearch", "qualifier": "funding", "schema": "yvv"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_7a1f", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "bachelorThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.subject.oppiainekoodi", "value": "601", "language": "", "element": "subject", "qualifier": "oppiainekoodi", "schema": "dc"}, {"key": "dc.subject.yso", "value": "liiketoimintaprosessit", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "prosessilouhinta", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://rightsstatements.org/page/InC/1.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}]
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