Traveler apps for mobile devices such as smartphones are becoming more widely available. This study aimed to identify traveler infectious disease self-monitoring implementation strategies on a mobile application. It analyzed 73 journals from the PubMed database using the descriptive-analytic method. The records used in this exploration study were those released between 2018 and 2023 that were collected based on the keywords “travelers’ application;” or “infectious disease”. Data analysis was conducted using the VOS viewer software analytical tools.According to the findings; studies on traveler application domination with pandemic COVID-19 travel apps used. The study on mobile applications for traveler applications on infectious disease revealed four clusters of dominant themes: information about the COVID-19 outbreak; application related to diagnosis for travelers; measurement community mortality and risk; and respondent risk assessment. This study also looked at research patterns throughout time. Current research themes concern travel risk applications that can raise people’s knowledge of endemic areas; health risk avoidance; and early identification of infectious illness signs to recommend beginning management. Through bibliometric analysis and network visualization; the researchers summarized current developments in infectious disease for traveler’s research to shed light on their research frontier; trends; and hot themes. These findings could be useful for future research and views in this quickly evolving subject.