{"title":"A Survey Forest Diagram : Gain a Divergent Insight View on a Specific Research Topic","authors":"Jinghong Li, Wen Gu, Koichi Ota, Shinobu Hasegawa","doi":"arxiv-2407.17081","DOIUrl":null,"url":null,"abstract":"With the exponential growth in the number of papers and the trend of AI\nresearch, the use of Generative AI for information retrieval and\nquestion-answering has become popular for conducting research surveys. However,\nnovice researchers unfamiliar with a particular field may not significantly\nimprove their efficiency in interacting with Generative AI because they have\nnot developed divergent thinking in that field. This study aims to develop an\nin-depth Survey Forest Diagram that guides novice researchers in divergent\nthinking about the research topic by indicating the citation clues among\nmultiple papers, to help expand the survey perspective for novice researchers.","PeriodicalId":501285,"journal":{"name":"arXiv - CS - Digital Libraries","volume":"55 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Digital Libraries","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2407.17081","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
With the exponential growth in the number of papers and the trend of AI
research, the use of Generative AI for information retrieval and
question-answering has become popular for conducting research surveys. However,
novice researchers unfamiliar with a particular field may not significantly
improve their efficiency in interacting with Generative AI because they have
not developed divergent thinking in that field. This study aims to develop an
in-depth Survey Forest Diagram that guides novice researchers in divergent
thinking about the research topic by indicating the citation clues among
multiple papers, to help expand the survey perspective for novice researchers.