Academic Journal
AI 기반 통합 연구지원 도구 개발에 관한 연구.
| Τίτλος: | AI 기반 통합 연구지원 도구 개발에 관한 연구. |
|---|---|
| Alternate Title: | A Study on the Development of an AI-Based Integrated Research Support Tool. |
| Συγγραφείς: | 이 미 경1,2,3 jerryis@kisti.re.kr, 백 문 기4,5,6,7 mkback@kisti.re.kr, 김 은 희8,9,10,11,12 ehkim@kisti.re.kr, 한 상 준13,14,15 sjhan@kisti.re.kr, 유 수 현16,17,18 yoosu@kisti.re.kr |
| Πηγή: | Journal of Internet Computing & Services. Aug2026, Vol. 27 Issue 4, p137-149. 13p. |
| Θεματικοί όροι: | *Artificial intelligence, *Workflow management, *Data analysis, *Intelligent agents, *Report writing, Scientific literature, User experience |
| Περίληψη: | With the proliferation of generative AI, researchers are utilizing various AI tools throughout their research, including literature search, data analysis, and paper writing. Recently, there has been an increase in research support services that provide integrated AI tools necessary for the entire research process. However, ScienceON, the national science and technology academic information platform, offers research support functions—such as AI-based search, translation and summarization, and comparative analysis—as individual services. This creates an inconvenience for researchers, who must manually find and utilize the functions they need during the research process. Since this structure of individual services hinders the continuity of a researcher's workflow and makes it difficult to utilize functions in conjunction, there is a need for independently existing AI-based services to be provided within an integrated environment. In this study, we designed and developed IdeaNote, which integrates AI-based research support tools previously dispersed within ScienceON into a single environment. By designing a workflow that reflects the actual flow of a researcher's activities and connecting AI search-based literature recommendation, in-depth literature analysis, comparative literature analysis, and research note functions into a single unit, we enabled seamless support for the research process, extending from literature search to analysis, idea recording, and document drafting. This study is significant in that it integrated AI functions previously scattered across existing academic information platforms into a single interconnected service, going beyond simple interface combination to present a research flow-centered service integration methodology and empirically verifying it through a pilot usability evaluation. As a result of the evaluation, users positively assessed the user experience of IdeaNote, noting that the interconnectedness of functions ensured a continuous research flow. Moving forward, IdeaNote plans to be further developed into an AI agent-based service that automatically identifies the user's intent and performs desired tasks. [ABSTRACT FROM AUTHOR] |
| Copyright of Journal of Internet Computing & Services is the property of Korean Society for Internet Information and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Βάση Δεδομένων: | Business Source Index |
| FullText | Text: Availability: 0 |
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| Header | DbId: bsx DbLabel: Business Source Index An: 196770638 RelevancyScore: 1435 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 1435 |
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| Items | – Name: Title Label: Title Group: Ti Data: AI 기반 통합 연구지원 도구 개발에 관한 연구. – Name: TitleAlt Label: Alternate Title Group: TiAlt Data: A Study on the Development of an AI-Based Integrated Research Support Tool. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22이+미+경%22">이 미 경</searchLink><relatesTo>1,2,3</relatesTo><i> jerryis@kisti.re.kr</i><br /><searchLink fieldCode="AR" term="%22백+문+기%22">백 문 기</searchLink><relatesTo>4,5,6,7</relatesTo><i> mkback@kisti.re.kr</i><br /><searchLink fieldCode="AR" term="%22김+은+희%22">김 은 희</searchLink><relatesTo>8,9,10,11,12</relatesTo><i> ehkim@kisti.re.kr</i><br /><searchLink fieldCode="AR" term="%22한+상+준%22">한 상 준</searchLink><relatesTo>13,14,15</relatesTo><i> sjhan@kisti.re.kr</i><br /><searchLink fieldCode="AR" term="%22유+수+현%22">유 수 현</searchLink><relatesTo>16,17,18</relatesTo><i> yoosu@kisti.re.kr</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Journal+of+Internet+Computing+%26+Services%22">Journal of Internet Computing & Services</searchLink>. Aug2026, Vol. 27 Issue 4, p137-149. 13p. – Name: Subject Label: Subject Terms Group: Su Data: *<searchLink fieldCode="DE" term="%22Artificial+intelligence%22">Artificial intelligence</searchLink><br />*<searchLink fieldCode="DE" term="%22Workflow+management%22">Workflow management</searchLink><br />*<searchLink fieldCode="DE" term="%22Data+analysis%22">Data analysis</searchLink><br />*<searchLink fieldCode="DE" term="%22Intelligent+agents%22">Intelligent agents</searchLink><br />*<searchLink fieldCode="DE" term="%22Report+writing%22">Report writing</searchLink><br /><searchLink fieldCode="DE" term="%22Scientific+literature%22">Scientific literature</searchLink><br /><searchLink fieldCode="DE" term="%22User+experience%22">User experience</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: With the proliferation of generative AI, researchers are utilizing various AI tools throughout their research, including literature search, data analysis, and paper writing. Recently, there has been an increase in research support services that provide integrated AI tools necessary for the entire research process. However, ScienceON, the national science and technology academic information platform, offers research support functions—such as AI-based search, translation and summarization, and comparative analysis—as individual services. This creates an inconvenience for researchers, who must manually find and utilize the functions they need during the research process. Since this structure of individual services hinders the continuity of a researcher's workflow and makes it difficult to utilize functions in conjunction, there is a need for independently existing AI-based services to be provided within an integrated environment. In this study, we designed and developed IdeaNote, which integrates AI-based research support tools previously dispersed within ScienceON into a single environment. By designing a workflow that reflects the actual flow of a researcher's activities and connecting AI search-based literature recommendation, in-depth literature analysis, comparative literature analysis, and research note functions into a single unit, we enabled seamless support for the research process, extending from literature search to analysis, idea recording, and document drafting. This study is significant in that it integrated AI functions previously scattered across existing academic information platforms into a single interconnected service, going beyond simple interface combination to present a research flow-centered service integration methodology and empirically verifying it through a pilot usability evaluation. As a result of the evaluation, users positively assessed the user experience of IdeaNote, noting that the interconnectedness of functions ensured a continuous research flow. Moving forward, IdeaNote plans to be further developed into an AI agent-based service that automatically identifies the user's intent and performs desired tasks. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Journal of Internet Computing & Services is the property of Korean Society for Internet Information and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.7472/jksii.2026.27.4.137 Languages: – Code: kor Text: Korean PhysicalDescription: Pagination: PageCount: 13 StartPage: 137 Subjects: – SubjectFull: Artificial intelligence Type: general – SubjectFull: Workflow management Type: general – SubjectFull: Data analysis Type: general – SubjectFull: Intelligent agents Type: general – SubjectFull: Report writing Type: general – SubjectFull: Scientific literature Type: general – SubjectFull: User experience Type: general Titles: – TitleFull: AI 기반 통합 연구지원 도구 개발에 관한 연구. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: 이 미 경 – PersonEntity: Name: NameFull: 백 문 기 – PersonEntity: Name: NameFull: 김 은 희 – PersonEntity: Name: NameFull: 한 상 준 – PersonEntity: Name: NameFull: 유 수 현 IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 08 Text: Aug2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 15980170 Numbering: – Type: volume Value: 27 – Type: issue Value: 4 Titles: – TitleFull: Journal of Internet Computing & Services Type: main |
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