{"doi":"10.1145/3490099.3511103","title":"EyeSayCorrect: Eye Gaze and Voice Based Hands-free Text Correction for Mobile Devices","abstract":"Text correction on mobile devices usually requires precise and repetitive manual control. In this paper, we present EyeSayCorrect, an eye gaze and voice based hands-free text correction method for mobile devices. To correct text with EyeSayCorrect, the user first utilizes the gaze location on the screen to select a word, then speaks the new phrase. EyeSayCorrect would then infer the user's correction intention based on the inputs and the text context. We used a Bayesian approach for determining the selected word given an eye-gaze trajectory. Given each sampling point in an eye-gaze trajectory, the posterior probability of selecting a word is calculated and accumulated. The target word would be selected when its accumulated interest is larger than a threshold. The misspelt words have higher priors. Our user studies showed that using priors for misspelt words reduced the task completion time up to 23.79% and the text selection time up to 40.35%, and EyeSayCorrect is a feasible hands-free text correction method on mobile devices.","journal":null,"year":2022,"id":296572,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":27,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9582,"is_data_producer":false,"deposit_databanks":null,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2022-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":926935,"name":"Henry D. Huang","orcid":"0000-0003-3281-2663","position":1,"is_corresponding":false},{"id":805824,"name":"Zhi Li","orcid":"0000-0002-3194-5176","position":2,"is_corresponding":false},{"id":983409,"name":"Rui Liu","orcid":"0000-0002-2967-6296","position":3,"is_corresponding":false},{"id":805780,"name":"Wenzhe Cui","orcid":"0000-0001-8968-846X","position":4,"is_corresponding":false},{"id":983920,"name":"Kajal Toshniwal","orcid":null,"position":5,"is_corresponding":false},{"id":983921,"name":"Ananya Goel","orcid":null,"position":6,"is_corresponding":false},{"id":983410,"name":"Andrew Wang","orcid":"0000-0001-6024-5235","position":7,"is_corresponding":false},{"id":983411,"name":"Xia Zhao","orcid":"0000-0002-9056-6221","position":8,"is_corresponding":false},{"id":807147,"name":"Sina Rashidian","orcid":"0000-0003-1210-2939","position":9,"is_corresponding":false},{"id":807148,"name":"Furqan Baig","orcid":"0000-0003-1609-5545","position":10,"is_corresponding":false},{"id":983922,"name":"Khiem Phi","orcid":null,"position":11,"is_corresponding":false},{"id":553855,"name":"Shumin Zhai","orcid":"0000-0003-0752-2090","position":12,"is_corresponding":false},{"id":387746,"name":"I. V. Ramakrishnan","orcid":"0000-0002-1768-7043","position":13,"is_corresponding":false},{"id":598766,"name":"Fusheng Wang","orcid":"0000-0002-9369-9361","position":14,"is_corresponding":false},{"id":553856,"name":"Xiaojun Bi","orcid":"0000-0002-9716-7709","position":15,"is_corresponding":false},{"id":805779,"name":"Maozheng Zhao","orcid":"0000-0002-2628-2523","position":0,"is_corresponding":true}],"reference_count":71,"raw_metadata":null,"created_at":"2026-07-19T00:31:16.555318Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}