{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T18:51:34Z","timestamp":1769712694115,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":11,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,10,29]]},"DOI":"10.1145\/3778265.3778277","type":"proceedings-article","created":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T07:25:21Z","timestamp":1769671521000},"page":"84-89","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["A Sentiment Analysis and Text Matching Method Based on BERT Embeddings, PCA Compression, and MLP Classification"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-5825-4360","authenticated-orcid":false,"given":"Chengxi","family":"Qi","sequence":"first","affiliation":[{"name":"Faculty of Business, Macau University of Science and Technology, Macao SAR, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-9985-455X","authenticated-orcid":false,"given":"Zhoujing","family":"Chai","sequence":"additional","affiliation":[{"name":"Faculty of Business, Macau University of Science and Technology, Macao SAR, China"}]}],"member":"320","published-online":{"date-parts":[[2026,1,28]]},"reference":[{"key":"e_1_3_3_1_1_2","doi-asserted-by":"crossref","unstructured":"Graff M Moctezuma D T\u00e9llez ES. Bag-of-Word approach is not dead: A performance analysis on a myriad of text classification challenges. Nat Lang Process J. 2025;11:100154.","DOI":"10.1016\/j.nlp.2025.100154"},{"key":"e_1_3_3_1_2_2","doi-asserted-by":"crossref","unstructured":"Chen K Jiang D. Nonlinear principal component analysis with random Bernoulli features for process monitoring. J Process Control. 2025;151:103449.","DOI":"10.1016\/j.jprocont.2025.103449"},{"key":"e_1_3_3_1_3_2","first-page":"128151","author":"Woolsey C","year":"2025","unstructured":"Woolsey C, Leroy G, Maltman N. Enhancing text datasets with scaling and targeting data augmentation to improve BERT-based machine learners. Expert Syst Appl. 2025;286:128151.","journal-title":"Appl."},{"key":"e_1_3_3_1_4_2","first-page":"117341","author":"Arya AS","year":"2025","unstructured":"Arya AS, Mukhopadhyay S. Sparse modeling for image inpainting: A multi-scale morphological patch-based k-SVD and group-based PCA. Signal Process Image Commun. 2025;138:117341.","journal-title":"Commun."},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"crossref","unstructured":"Yu T Chen Z Zhao F Wang M Zhang H Ai Y et al. Composition characteristics and evaluation indexes of molecular energy for asphalt components based on principal component analysis. Case Stud Constr Mater. 2025;22:e04730.","DOI":"10.1016\/j.cscm.2025.e04730"},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"crossref","unstructured":"Rumelhart DE Hinton GE Williams RJ. Learning representations by back-propagating errors. Nature. 1986;323(6088):533\u2013536.","DOI":"10.1038\/323533a0"},{"key":"e_1_3_3_1_7_2","first-page":"025038","author":"Howard JN","year":"2025","unstructured":"Howard JN, Jefferson R, Maiti A, Ringel Z. Wilsonian renormalization of neural network Gaussian processes. Mach Learn Sci Technol. 2025;6(2):025038.","journal-title":"Technol."},{"key":"e_1_3_3_1_8_2","volume-title":"Int Conf Learn Represent (ICLR);","author":"Kingma DP","year":"2015","unstructured":"Kingma DP, Ba J. Adam: A method for stochastic optimization. In: Int Conf Learn Represent (ICLR); 2015."},{"key":"e_1_3_3_1_9_2","volume-title":"Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781","author":"Mikolov T","year":"2013","unstructured":"Mikolov T, Chen K, Corrado G, Dean J. Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781. 2013."},{"key":"e_1_3_3_1_10_2","volume-title":"Toutanova K. BERT: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin J","year":"2019","unstructured":"Devlin J, Chang MW, Lee K, Toutanova K. BERT: Pre-training of deep bidirectional transformers for language understanding. In: Proc NAACL-HLT. 2019:4171\u20134186."},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"crossref","unstructured":"Bekele B Andargie M Mekonnen T Beyene D Tesfaye K. Characters associations and principal component analysis for quantitative traits of sesame (Sesamum indicum L.) genotypes from Ethiopia. Ecol Genet Genomics. 2025;35:100357.","DOI":"10.1016\/j.egg.2025.100357"}],"event":{"name":"BDSIC 2025: 2025 7th International Conference on Big-data Service and Intelligent Computation","location":"Bangkok Thailand","acronym":"BDSIC 2025"},"container-title":["Proceedings of the 2025 7th International Conference on Big-data Service and Intelligent Computation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3778265.3778277","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T07:25:58Z","timestamp":1769671558000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3778265.3778277"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,29]]},"references-count":11,"alternative-id":["10.1145\/3778265.3778277","10.1145\/3778265"],"URL":"https:\/\/doi.org\/10.1145\/3778265.3778277","relation":{},"subject":[],"published":{"date-parts":[[2025,10,29]]},"assertion":[{"value":"2026-01-28","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}