{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:14:15Z","timestamp":1750220055743,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,2,23]],"date-time":"2023-02-23T00:00:00Z","timestamp":1677110400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,2,23]]},"DOI":"10.1145\/3587828.3587841","type":"proceedings-article","created":{"date-parts":[[2023,6,20]],"date-time":"2023-06-20T15:40:57Z","timestamp":1687275657000},"page":"77-82","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Predictive Analytics Model for Optimizing Carbon Emission from Student Activity and Behavior with A Design Thinking Approach"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-5850-7212","authenticated-orcid":false,"given":"Michael","family":"Hans","sequence":"first","affiliation":[{"name":"School of Electrical Engineering & Informatics, Bandung Institute of Technology, Indonesia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6162-5341","authenticated-orcid":false,"given":"Erna","family":"Hikmawati","sequence":"additional","affiliation":[{"name":"Universitas Nasional PASIM, Indonesia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1705-1202","authenticated-orcid":false,"given":"Kridanto","family":"Surendro","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering & Informatics, Bandung Institute of Technology, Indonesia"}]}],"member":"320","published-online":{"date-parts":[[2023,6,20]]},"reference":[{"volume-title":"Applied predictive analytics: principles and techniques for the professional data analyst","author":"Abbott Dean","unstructured":"Dean Abbott . 2014. Applied predictive analytics: principles and techniques for the professional data analyst . Wiley , Indianapolis, IN . Dean Abbott. 2014. Applied predictive analytics: principles and techniques for the professional data analyst. Wiley, Indianapolis, IN.","key":"e_1_3_2_1_1_1"},{"volume-title":"Change by Design How Design Thinking Transforms Organizations and Inspires Innovation.pdf","author":"Brown Tim","unstructured":"Tim Brown . 2009. Change by Design How Design Thinking Transforms Organizations and Inspires Innovation.pdf . New York : HarperCollins Publishers . Tim Brown. 2009. Change by Design How Design Thinking Transforms Organizations and Inspires Innovation.pdf. New York: HarperCollins Publishers.","key":"e_1_3_2_1_2_1"},{"volume-title":"User Centered System Design New Perspectives on Human-computer Interaction","author":"Norman Donald A","unstructured":"Donald A Norman and Stephen W Draper . 1986. User Centered System Design New Perspectives on Human-computer Interaction . CRC Press . Donald A Norman and Stephen W Draper. 1986. User Centered System Design New Perspectives on Human-computer Interaction. CRC Press.","key":"e_1_3_2_1_3_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_4_1","DOI":"10.1016\/C2018-0-02415-9"},{"volume-title":"Design Thinking at Work","author":"Dunne David","unstructured":"David Dunne . 2018. Design Thinking at Work . University of Toronto Press. David Dunne. 2018. Design Thinking at Work. University of Toronto Press.","key":"e_1_3_2_1_5_1"},{"key":"e_1_3_2_1_6_1","volume-title":"Global Greenhouse Gas Emissions Data. Retrieved","author":"EPA.","year":"2022","unstructured":"EPA. 2022. Global Greenhouse Gas Emissions Data. Retrieved December 5, 2022 from https:\/\/www.epa.gov\/ghgemissions\/global-greenhouse-gas-emissions-data EPA. 2022. Global Greenhouse Gas Emissions Data. Retrieved December 5, 2022 from https:\/\/www.epa.gov\/ghgemissions\/global-greenhouse-gas-emissions-data"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_7_1","DOI":"10.1109\/SISY.2013.6662597"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_8_1","DOI":"10.1016\/j.jclepro.2013.01.030"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_9_1","DOI":"10.1109\/COMPSAC51774.2021.00040"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_10_1","DOI":"10.1109\/ACCESS.2018.2816564"},{"key":"e_1_3_2_1_11_1","volume-title":"What is Predictive Analytics. IBM. Retrieved","author":"IBM.","year":"2022","unstructured":"IBM. 2022. What is Predictive Analytics. IBM. Retrieved December 5, 2022 from https:\/\/www.ibm.com\/topics\/predictive-analytics IBM. 2022. What is Predictive Analytics. IBM. Retrieved December 5, 2022 from https:\/\/www.ibm.com\/topics\/predictive-analytics"},{"key":"e_1_3_2_1_12_1","volume-title":"Retrieved","author":"Bandung Institut Teknologi","year":"2022","unstructured":"Institut Teknologi Bandung . 2022. Tentang ITB. Retrieved December 5, 2022 from https:\/\/www.itb.ac.id\/tentang-itb Institut Teknologi Bandung. 2022. Tentang ITB. Retrieved December 5, 2022 from https:\/\/www.itb.ac.id\/tentang-itb"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_13_1","DOI":"10.1109\/ACCESS.2021.3062484"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_14_1","DOI":"10.1016\/j.apenergy.2012.07.003"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_15_1","DOI":"10.1016\/j.jclepro.2011.10.007"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_16_1","DOI":"10.1016\/j.jclepro.2014.11.084"},{"volume-title":"The design of business: why design thinking is the next competitive advantage","author":"Martin Roger L.","unstructured":"Roger L. Martin . 2009. The design of business: why design thinking is the next competitive advantage . Harvard Business Press , Boston, Mass . Roger L. Martin. 2009. The design of business: why design thinking is the next competitive advantage. Harvard Business Press, Boston, Mass.","key":"e_1_3_2_1_17_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_18_1","DOI":"10.1007\/978-3-642-13757-0"},{"unstructured":"Thomas W Miller. Modeling Techniques in Predictive Analytics with Python and R: A Guide to Data Science.  Thomas W Miller. Modeling Techniques in Predictive Analytics with Python and R: A Guide to Data Science.","key":"e_1_3_2_1_19_1"},{"key":"e_1_3_2_1_20_1","volume-title":"Harnessing Green IT: Principles and Practices. Green Computing.","author":"Murugesan San","year":"2008","unstructured":"San Murugesan . 2008 . Harnessing Green IT: Principles and Practices. Green Computing. (2008). San Murugesan. 2008. Harnessing Green IT: Principles and Practices. Green Computing. (2008)."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_21_1","DOI":"10.1109\/COMITCon.2019.8862225"},{"unstructured":"Hasso Platner. 2011. An Introduction to Design Thinking Process Guide.  Hasso Platner. 2011. An Introduction to Design Thinking Process Guide.","key":"e_1_3_2_1_22_1"},{"unstructured":"Janet Ranganathan. GHG Protocol Standard.  Janet Ranganathan. GHG Protocol Standard.","key":"e_1_3_2_1_23_1"},{"unstructured":"Stanford University. 2022. Stanford University CY19 Scope 3 Emissions Inventory Public.  Stanford University. 2022. Stanford University CY19 Scope 3 Emissions Inventory Public.","key":"e_1_3_2_1_24_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_25_1","DOI":"10.1080\/09613210903186661"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_26_1","DOI":"10.1037\/e527382013-004"},{"unstructured":"United Nations. 1997. Kyoto Protocol.  United Nations. 1997. Kyoto Protocol.","key":"e_1_3_2_1_27_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_28_1","DOI":"10.1016\/j.foodcont.2022.109264"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_29_1","DOI":"10.3390\/pollutants2030024"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_30_1","DOI":"10.1016\/j.tsc.2021.100932"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_31_1","DOI":"10.1016\/j.tsc.2022.101140"},{"unstructured":"WRI \/ WBCSD. 2011. Corporate Value Chain Accounting Reporting Standard.  WRI \/ WBCSD. 2011. Corporate Value Chain Accounting Reporting Standard.","key":"e_1_3_2_1_32_1"}],"event":{"acronym":"ICSCA 2023","name":"ICSCA 2023: 2023 12th International Conference on Software and Computer Applications","location":"Kuantan Malaysia"},"container-title":["Proceedings of the 2023 12th International Conference on Software and Computer Applications"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3587828.3587841","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3587828.3587841","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:08:27Z","timestamp":1750183707000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3587828.3587841"}},"subtitle":["Case Study: Bandung Institute of Technology"],"short-title":[],"issued":{"date-parts":[[2023,2,23]]},"references-count":32,"alternative-id":["10.1145\/3587828.3587841","10.1145\/3587828"],"URL":"https:\/\/doi.org\/10.1145\/3587828.3587841","relation":{},"subject":[],"published":{"date-parts":[[2023,2,23]]},"assertion":[{"value":"2023-06-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}