Can internet search engine queries be used to diagnose diabetes? Analysis of archival search data
Sign Up to like & getrecommendations! Published in 2019 at "Acta Diabetologica"
DOI: 10.1007/s00592-019-01350-5
Abstract: AimsDiabetes is often diagnosed late. This study aimed to assess the possibility for earlier detection of diabetes from search data, using predictive models trained on large-scale data.MethodsWe extracted all English-language queries made by people in… read more here.
Keywords: search engine; search; internet search; search data ... See more keywords
Forecasting residential electricity consumption using a hybrid machine learning model with online search data
Sign Up to like & getrecommendations! Published in 2021 at "Applied Energy"
DOI: 10.1016/j.apenergy.2021.117393
Abstract: Abstract Accurate forecasting of residential electricity consumption plays an important role in formulating energy plans and ensuring the safety of power system operations. In order to improve forecasting accuracy, we propose a novel hybrid model… read more here.
Keywords: search data; electricity consumption; model; residential electricity ... See more keywords
Anxious? Just Google it: Social ecological factors of internet search records on anxiety.
Sign Up to like & getrecommendations! Published in 2019 at "Emotion"
DOI: 10.1037/emo0000663
Abstract: Records of Internet search are increasingly used in social science research. Three studies reported here tested (a) whether population-level anxiety is reflected in Internet search data and (b) the socioecological and cultural factors of anxiety.… read more here.
Keywords: search rates; search; internet search; anxiety ... See more keywords
Leveraging internet search data to assess prevalence, interest, and unmet needs of sarcoidosis in Germany
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-00131-x
Abstract: Sarcoidosis is a multisystemic disease of connective tissue with granuloma formation of unknown etiology and unclear prevalence. Internet search data has been shown to correlate with disease incidences and the population’s interest as well as… read more here.
Keywords: search; internet search; prevalence; sarcoidosis ... See more keywords
Forecasting Unemployment Using Internet Search Data via PRISM
Sign Up to like & getrecommendations! Published in 2020 at "Journal of the American Statistical Association"
DOI: 10.1080/01621459.2021.1883436
Abstract: Abstract Big data generated from the Internet offer great potential for predictive analysis. Here we focus on using online users’ Internet search data to forecast unemployment initial claims weeks into the future, which provides timely… read more here.
Keywords: forecasting unemployment; internet search; prism; unemployment ... See more keywords
The role of disaggregated search data in improving tourism forecasts: Evidence from Sri Lanka
Sign Up to like & getrecommendations! Published in 2020 at "Current Issues in Tourism"
DOI: 10.1080/13683500.2020.1849049
Abstract: ABSTRACT Formulation of effective policies to enhance the resilience of tourism following the COVID-19 pandemic essentially requires comprehensive empirical information on changes in tourism demand and associated economic costs. The paper makes a novel contribution… read more here.
Keywords: tourism; sri lanka; data improving; search data ... See more keywords
Using Search Engine Data as a Tool to Predict Syphilis
Sign Up to like & getrecommendations! Published in 2018 at "Epidemiology"
DOI: 10.1097/ede.0000000000000836
Abstract: Background: Researchers have suggested that social media and online search data might be used to monitor and predict syphilis and other sexually transmitted diseases. Because people at risk for syphilis might seek sexual health and… read more here.
Keywords: search; syphilis; predict syphilis; search data ... See more keywords
Google Trends Data and COVID-19 in Europe: correlations and model enhancement are European wide.
Sign Up to like & getrecommendations! Published in 2020 at "Transboundary and emerging diseases"
DOI: 10.1111/tbed.13887
Abstract: The current COVID-19 pandemic offers a unique opportunity to examine the utility of Internet search data in disease modelling across multiple countries. Most such studies typically examine trends within only a single country, with few… read more here.
Keywords: europe correlations; search data; google trends; trends data ... See more keywords
Public Health Emergency, Health Literacy and Social Panic: Mapping of COVID-19 Based on the Web Search Data.
Sign Up to like & getrecommendations! Published in 2020 at "Journal of medical Internet research"
DOI: 10.2196/18831
Abstract: BACKGROUND Coronavirus Disease 2019 (COVID-19) is a type of pneumonia caused by a novel coronavirus that was discovered in 2019. As of May 6, 2020, 84,407 COVID-19 cases and 4,643 COVID-19 related deaths have been… read more here.
Keywords: web search; search; health literacy; search data ... See more keywords
Do Internet Search Data Help Forecast Air Passenger Demand? Evidence From China’s Airports
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2022.809954
Abstract: Before making travel plans, people often use the Internet to collect relevant information to help themselves make better decisions. Among the numerous information search channels, Internet search engine is used by the vast number of… read more here.
Keywords: search data; air passenger; search; passenger demand ... See more keywords