{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,28]],"date-time":"2025-05-28T04:18:19Z","timestamp":1748405899608,"version":"3.41.0"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031888809","type":"print"},{"value":"9783031888816","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-88881-6_3","type":"book-chapter","created":{"date-parts":[[2025,5,27]],"date-time":"2025-05-27T18:22:54Z","timestamp":1748370174000},"page":"31-41","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Synergizing Visualization Techniques and\u00a0Machine Learning for\u00a0Enhanced Diabetes Prediction and\u00a0Management Using Tableau"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4777-1278","authenticated-orcid":false,"given":"Varsha","family":"Singh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4813-9568","authenticated-orcid":false,"given":"Abhishek","family":"karmakar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5368-9508","authenticated-orcid":false,"given":"Sharik","family":"Gazi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Uma Shanker","family":"Tiwary","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,5,28]]},"reference":[{"key":"3_CR1","unstructured":"Diabetes on https:\/\/www.who.int\/health-topics\/diabetes"},{"key":"3_CR2","unstructured":"The top 10 causes of death on https:\/\/www.who.int\/en\/news-room\/fact-sheets\/detail\/the-top-10-causes-of-death"},{"key":"3_CR3","doi-asserted-by":"publisher","unstructured":"American Diabetes Association: Diagnosis and classification of diabetes mellitus. Diabetes Care 33(Suppl 1), S62-9 (2010). https:\/\/doi.org\/10.2337\/dc10-S062. Erratum in: Diabetes Care. 2010 Apr;33(4):e57. PMID: 20042775; PMCID: PMC2797383","DOI":"10.2337\/dc10-S062"},{"key":"3_CR4","series-title":"LNNS","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1007\/978-981-97-0210-7_17","volume-title":"ICTCS 2023","author":"A Karmakar","year":"2023","unstructured":"Karmakar, A., Gazi, S., Singh, V.: Diabetes prediction using classification methods. In: Joshi, A., Mahmud, M., Ragel, R.G., Kartik, S. (eds.) ICTCS 2023. LNNS, vol. 908, pp. 211\u2013222. Springer, Singapore (2023). https:\/\/doi.org\/10.1007\/978-981-97-0210-7_17"},{"key":"3_CR5","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/j.future.2022.09.015","volume":"139","author":"S Tiwari","year":"2023","unstructured":"Tiwari, S., Agarwal, S.: Empirical analysis of chronic disease dataset for multiclass classification using optimal feature selection based hybrid model with spark streaming. Futur. Gener. Comput. Syst. 139, 87\u201399 (2023)","journal-title":"Futur. Gener. Comput. Syst."},{"issue":"2","key":"3_CR6","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1016\/j.mpmed.2018.11.007","volume":"47","author":"AH Abdelhafiz","year":"2019","unstructured":"Abdelhafiz, A.H., Sinclair, A.J.: Diabetes in the elderly. Medicine 47(2), 119\u2013122 (2019)","journal-title":"Medicine"},{"key":"3_CR7","doi-asserted-by":"crossref","unstructured":"Chandra, R., Shukla, A., Tiwari, S., Agarwal, S., Svafrullah, M., Adiyarta, K.: Natural language processing and ontology based decision support system for diabetic patients. In: 2022 9th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI), pp. 13\u201318. IEEE (2022)","DOI":"10.23919\/EECSI56542.2022.9946601"},{"key":"3_CR8","unstructured":"Diabetes: Risks for children. https:\/\/www.who.int\/news-room\/questions-and-answers\/item\/diabetes-risks-for-children. Accessed 5 Nov 2022"},{"key":"3_CR9","doi-asserted-by":"crossref","unstructured":"Rahman, M., et al.: DiaVis: exploration and analysis of diabetes through visual interactive system. Hum.-Centric Intell. Syst. 1.3(4), 75\u201385 (2021)","DOI":"10.2991\/hcis.k.211025.001"},{"key":"3_CR10","doi-asserted-by":"crossref","unstructured":"Bhardwaj, P., Baliyan, N.: Hadoop based analysis and visualization of diabetes data through tableau. In: 2019 Twelfth International Conference on Contemporary Computing (IC3). IEEE (2019)","DOI":"10.1109\/IC3.2019.8844873"},{"key":"3_CR11","unstructured":"Luboschik, M., et al.: Supporting an Early Detection of Diabetic Neuropathy by Visual Analytics. EuroVA@ EuroVis (2014)"},{"key":"3_CR12","doi-asserted-by":"publisher","unstructured":"Jagli, D., Kotian, S.: Predictive analysis for diabetes using tableau. Int. J. Recent Innov. Trends Comput. Commun. 6(6), 230\u2013232 (2018). https:\/\/doi.org\/10.17762\/ijritcc.v6i6.1663.","DOI":"10.17762\/ijritcc.v6i6.1663."},{"key":"3_CR13","doi-asserted-by":"crossref","unstructured":"Barrios, O., et al.: Predictive modeling for presumptive diagnosis of type 2 diabetes mellitus based on symptomatic analysis. In: 2017 IEEE XXIV International Conference on Electronics, Electrical Engineering and Computing (INTERCON). IEEE (2017)","DOI":"10.1109\/INTERCON.2017.8079667"},{"key":"3_CR14","doi-asserted-by":"crossref","unstructured":"Kalyankar, G.D., Poojara, S.R., Dharwadkar, N.V.: Predictive analysis of diabetic patient data using machine learning and Hadoop. In: 2017 International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud)(I-SMAC). IEEE (2017)","DOI":"10.1109\/I-SMAC.2017.8058253"},{"key":"3_CR15","doi-asserted-by":"publisher","first-page":"515","DOI":"10.3389\/fgene.2018.00515","volume":"9","author":"Q Zou","year":"2018","unstructured":"Zou, Q., et al.: Predicting diabetes mellitus with machine learning techniques. Front. Genet. 9, 515 (2018)","journal-title":"Front. Genet."},{"key":"3_CR16","doi-asserted-by":"crossref","unstructured":"Zerafa, J., et al.: ExTraVis: exploration of traffic incidents using a visual interactive system. In: 2021 25th International Conference Information Visualisation (IV). IEEE (2021)","DOI":"10.1109\/IV53921.2021.00018"},{"key":"3_CR17","doi-asserted-by":"publisher","first-page":"4855","DOI":"10.1109\/TVCG.2021.3107749","volume":"28","author":"A Crisan","year":"2021","unstructured":"Crisan, A., et al.: GEVITRec: data reconnaissance through recommendation using a domain-specific visualization prevalence design space.\". IEEE Trans. Visual Comput. Graphics 28, 4855\u20134872 (2021)","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"key":"3_CR18","first-page":"1135","volume":"28","author":"A Pandey","year":"1912","unstructured":"Pandey, A., Srinivasan, A., Setlur, V.: MEDLEY: intent-based recommendations to support dashboard composition. IEEE Trans. Visual Comput. Graphics 28, 1135\u20131145 (1912)","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"key":"3_CR19","unstructured":"Dibetes Dataset on Kaggle. https:\/\/www.kaggle.com\/datasets\/johndasilva\/diabetes. Accessed 10 Dec 2022"}],"container-title":["Lecture Notes in Computer Science","Intelligent Human Computer Interaction"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-88881-6_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,27]],"date-time":"2025-05-27T18:23:00Z","timestamp":1748370180000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-88881-6_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031888809","9783031888816"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-88881-6_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"28 May 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IHCI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Human Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Twente","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The Netherlands","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 November 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 November 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ihci2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.utwente.nl\/en\/bms\/ihci2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}