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[{"key": "dc.contributor.advisor", "value": "Marttiin, Pentti", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Annamaa, Sini", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2024-12-19T12:06:48Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2024-12-19T12:06:48Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2024", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/99103", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "The optimization of software release processes presents a challenge for today\u2019s organizations, especially those using Agile methodologies like the Scaled Agile Framework (SAFe). This thesis investigates the potential of Large Language Model (LLM)--based chatbots in enhancing software release processes within a case organization. Given the growing interest in AI tools such as LLM chatbots, this study investigates a relevant topic. However, the lack of peer-reviewed studies on chatbot applications in software release management highlights the importance of this study. This study aims to explore how an LLM-based chatbot can improve software release processes and identify the key features required for its effective implementation. The study begins with a literature review that examines software release processes through the perspective of Agile methods, release management, and chatbot functionality. The empirical part of the research was conducted within a case organization to determine the software requirements for an LLM-based chatbot. The findings indicate that LLM-based chatbots could optimize software release processes, as they can streamline tasks, automate repetitive actions, and enhance information sharing. However, successful implementation depends on addressing user needs and ensuring smooth integration with existing tools. By applying LLMs, organizations can adopt chatbot solutions without disturbing software release processes.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Ohjelmistojen julkaisuprosessien optimointi on haasteellista nykyp\u00e4iv\u00e4n organisaatioille, erityisesti niille, jotka k\u00e4ytt\u00e4v\u00e4t ketteri\u00e4 menetelmi\u00e4, kuten Scaled Agile Frameworkia (SAFe). T\u00e4ss\u00e4 tutkielmassa tutkitaan suuriin kielimalleihin (LLM) perustuvien chatbottien potentiaalia ohjelmistojen julkaisuprosessien tehostamisessa case-organisaatiossa. Kun otetaan huomioon kasvava kiinnostus teko\u00e4lyty\u00f6kaluja, kuten LLM-chatbotteja, kohtaan, t\u00e4m\u00e4 tutkimus tutkii ajankohtaista aihetta. Vertaisarvioitujen tutkimusten puute chatbottien soveltamisesta ohjelmistojen julkaisunhallinnassa korostaakin t\u00e4m\u00e4n tutkimuksen t\u00e4rkeytt\u00e4. Tutkimuksen tavoitteena on tutkia, miten LLM-pohjainen chatbot voi parantaa ohjelmistojen julkaisuprosesseja, ja tunnistaa sen tehokkaan k\u00e4ytt\u00f6\u00f6noton edellytt\u00e4m\u00e4t keskeiset ominaisuudet. Tutkimus alkaa kirjallisuuskatsauksella, jossa tarkastellaan ohjelmistojen julkaisuprosesseja ketterien menetelmien, julkaisunhallinnan ja chatbotin toiminnallisuuden n\u00e4k\u00f6kulmasta. Tutkimuksen empiirinen osa suoritettiin case-organisaatiossa LLM-pohjaisen chatbotin ohjelmistovaatimusten m\u00e4\u00e4ritt\u00e4miseksi. Tulokset osoittavat, ett\u00e4 LLM-pohjaiset chatbotit voivat optimoida ohjelmistojulkaisuprosesseja, koska ne pystyv\u00e4t virtaviivaistamaan teht\u00e4vi\u00e4, automatisoimaan toistuvia toimintoja ja tehostamaan tiedon jakamista. Onnistunut k\u00e4ytt\u00f6\u00f6notto riippuu kuitenkin k\u00e4ytt\u00e4jien tarpeiden huomioimisesta ja sujuvan integroinnin varmistamisesta olemassa olevien ty\u00f6kalujen kanssa. Soveltamalla LLM:i\u00e4 organisaatiot voivat ottaa k\u00e4ytt\u00f6\u00f6n chatbot-ratkaisuja h\u00e4iritsem\u00e4tt\u00e4 ohjelmistojen julkaisuprosesseja.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija.group@korppi.jyu.fi) on 2024-12-19T12:06:48Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2024-12-19T12:06:48Z (GMT). No. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "84", "language": null, "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.format.mimetype", "value": "application/pdf", "language": null, "element": "format", "qualifier": "mimetype", "schema": "dc"}, {"key": "dc.language.iso", "value": "eng", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "In Copyright", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.title", "value": "Chatbots in Software Release Optimization: Case Study", "language": null, "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "master thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-202412197913", "language": null, "element": "identifier", "qualifier": "urn", "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.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Master's Degree Programme in Information Systems", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Tietoj\u00e4rjestelm\u00e4tieteen maisteriohjelma", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_bdcc", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.copyright", "value": "\u00a9 The Author(s)", "language": null, "element": "rights", "qualifier": "copyright", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "masterThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.format.content", "value": "fulltext", "language": null, "element": "format", "qualifier": "content", "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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