{"id":2607,"date":"2024-04-27T06:28:35","date_gmt":"2024-04-27T06:28:35","guid":{"rendered":"https:\/\/www.esspesoft.com\/blog\/?p=2607"},"modified":"2024-04-27T06:28:35","modified_gmt":"2024-04-27T06:28:35","slug":"the-role-of-machine-learning-in-personalising-mobile-app-experiences","status":"publish","type":"post","link":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/","title":{"rendered":"The Role of Machine Learning in Personalising Mobile App Experiences"},"content":{"rendered":"

Machine learning<\/a> (ML) is a leading technology\u00a0that is\u00a0constantly evolving to deliver users with a better and more\u00a0personalised\u00a0user experience tailored to their interests. However, its applications are not only limited to mobile applications but to\u00a0wider\u00a0areas, and it functions by\u00a0analysing\u00a0vast amounts of data to extract valuable insights. It is not only\u00a0useful in\u00a0serving customers as such, but it is also\u00a0useful\u00a0for businesses to get information about the best marketplace or scope of innovations. Integrating ML into mobile app development approaches can be instrumental in providing users with a\u00a0personalised\u00a0experience. From our experience as a mobile app development company in Kolkata<\/strong><\/a>, we\u00a0are going to\u00a0explore the role of machine learning in\u00a0personalising\u00a0mobile app experiences.<\/p>\n

User profiling and segmentation<\/h2>\n

With the use of machine learning, it is possible to\u00a0analyse\u00a0a vast amount of data, such as demographic information about the users, user preferences, or past interactions, for user profiling and segmentation.\u00a0This\u00a0can help mobile app developers deliver\u00a0personalised\u00a0content or features\u00a0as per the needs and preferences of their targeted audiences.<\/p>\n

Real-time and predictive analysis<\/h2>\n

Real-time analysis is one of the most\u00a0useful\u00a0features and\u00a0has an impact on\u00a0Android development. ML is capable of\u00a0analysing\u00a0real-time data and making accurate decisions. The best example of real-time analysis is how Google Maps gives you information about the best routes by\u00a0analysing\u00a0real-world and real-time information.\u00a0Similarly, mobile apps\u00a0such as\u00a0Uber, Ola, and other cab ride apps or delivery apps\u00a0such as\u00a0Amazon and Flipkart use the same technology.<\/p>\n

Recommendation engines<\/h2>\n

Recommendation systems are another important and popular feature of ML integration into mobile apps.\u00a0If you are a social media user,\u00a0then\u00a0I guess your social media platform recommends you discover known people, or if you are an online shopper,\u00a0then\u00a0always a product of your choice is at the top.\u00a0This\u00a0is because of the recommendation system powered by AI and ML. This accuracy is the success factor of ML, which has made it popular in recent years.\u00a0This\u00a0is done by\u00a0analysing\u00a0users\u2019\u00a0past interactions, such as purchases, searches, or ratings, and from that, the application could suggest relevant products, services, or content\u00a0as\u00a0per your interests and preferences.<\/p>\n

Content generation with ML<\/h2>\n

Content generation or\u00a0strategizing\u00a0content was a hectic job for writers and marketers, but with the introduction and evolution of AI, things have changed.\u00a0Now,\u00a0strategizing\u00a0content has come to the fingertips, as AI can solve any problem by giving tonnes of ideas and solutions. However, with ML, things have gone an extra step as it has now become possible to generate content tailored to the preferences and interests of users. For example, a news aggregation app\u00a0with\u00a0the help of ML\u00a0algorithms\u00a0can create\u00a0personalised\u00a0news feeds for users as per their area of interest. ML can do this by\u00a0analysing\u00a0information such as the\u00a0user’s\u00a0past interactions, like the articles they read or feedback they have provided.<\/p>\n

Predictive Analytics<\/h2>\n

ML is capable of predictive analytics, in which it can predict future results or scenarios by\u00a0analysing\u00a0past and current data. It helps mobile applications solve problems by providing relevant solutions that can\u00a0be beneficial for\u00a0the future. For example, cab booking apps use an ML algorithm to acquire information about peak demand and recommend relevant pick-up locations, ultimately ensuring quicker rides for users. In the same way, finance management apps can predict patterns to forecast future expenses and accordingly provide budgeting recommendations to users.<\/p>\n

Esspesoft<\/a>, one of\u00a0the\u00a0leading mobile app development companies\u00a0in Kolkata<\/strong>, holds expertise in providing seamless mobile app solutions that can help your business grow.\u00a0Our best mobile app developers in Kolkata<\/strong> can cater to your unique requirements with\u00a0customised\u00a0solutions tailored to the needs and preferences of your targeted audiences. We\u00a0are experienced\u00a0in developing stunning mobile apps for various industries and niches. With us, you can experience full transparency in communication, support, and guidance throughout and after the development life cycle. Visit our websites for more information on our services.<\/p>\n","protected":false},"excerpt":{"rendered":"

Machine learning (ML) is a leading technology\u00a0that is\u00a0constantly evolving to deliver users with a better and more\u00a0personalised\u00a0user experience tailored to their interests. However, its applications are not only limited to mobile applications but to\u00a0wider\u00a0areas, and it functions by\u00a0analysing\u00a0vast amounts of data to extract valuable insights. It is not only\u00a0useful in\u00a0serving customers as such, but it is also\u00a0useful\u00a0for businesses to get information about the best marketplace or scope of innovations. Integrating ML into mobile app development approaches can be instrumental in providing users with a\u00a0personalised\u00a0experience. From our experience as a mobile app development company in Kolkata, we\u00a0are going to\u00a0explore the role of machine learning in\u00a0personalising\u00a0mobile app experiences. User profiling and segmentation With the use of machine learning, it is possible to\u00a0analyse\u00a0a vast amount of data, such as demographic information about the users, user preferences, or past interactions, for user profiling and segmentation.\u00a0This\u00a0can help mobile app developers deliver\u00a0personalised\u00a0content or features\u00a0as per the needs and preferences of their targeted audiences. Real-time and predictive analysis Real-time analysis is one of the most\u00a0useful\u00a0features and\u00a0has an impact on\u00a0Android development. ML is capable of\u00a0analysing\u00a0real-time data and making accurate decisions. The best example of real-time analysis is how Google Maps gives you information about the best routes by\u00a0analysing\u00a0real-world and real-time information.\u00a0Similarly, mobile apps\u00a0such as\u00a0Uber, Ola, and other cab ride apps or delivery apps\u00a0such as\u00a0Amazon and Flipkart use the same technology. Recommendation engines Recommendation systems are another important and popular feature of ML integration into mobile apps.\u00a0If you are a social media user,\u00a0then\u00a0I guess your social media platform recommends you discover known people, or if you are an online shopper,\u00a0then\u00a0always a product of your choice is at the top.\u00a0This\u00a0is because of the recommendation system powered by AI and ML. This accuracy is the success factor of ML, which has made it popular in recent years.\u00a0This\u00a0is done by\u00a0analysing\u00a0users\u2019\u00a0past interactions, such as purchases, searches, or ratings, and from that, the application could suggest relevant products, services, or content\u00a0as\u00a0per your interests and preferences. Content generation with ML Content generation or\u00a0strategizing\u00a0content was a hectic job for writers and marketers, but with the introduction and evolution of AI, things have changed.\u00a0Now,\u00a0strategizing\u00a0content has come to the fingertips, as AI can solve any problem by giving tonnes of ideas and solutions. However, with ML, things have gone an extra step as it has now become possible to generate content tailored to the preferences and interests of users. For example, a news aggregation app\u00a0with\u00a0the help of ML\u00a0algorithms\u00a0can create\u00a0personalised\u00a0news feeds for users as per their area of interest. ML can do this by\u00a0analysing\u00a0information such as the\u00a0user’s\u00a0past interactions, like the articles they read or feedback they have provided. Predictive Analytics ML is capable of predictive analytics, in which it can predict future results or scenarios by\u00a0analysing\u00a0past and current data. It helps mobile applications solve problems by providing relevant solutions that can\u00a0be beneficial for\u00a0the future. For example, cab booking apps use an ML algorithm to acquire information about peak demand and recommend relevant pick-up locations, ultimately ensuring quicker rides for users. In the same way, finance management apps can predict patterns to forecast future expenses and accordingly provide budgeting recommendations to users. Esspesoft, one of\u00a0the\u00a0leading mobile app development companies\u00a0in Kolkata, holds expertise in providing seamless mobile app solutions that can help your business grow.\u00a0Our best mobile app developers in Kolkata can cater to your unique requirements with\u00a0customised\u00a0solutions tailored to the needs and preferences of your targeted audiences. We\u00a0are experienced\u00a0in developing stunning mobile apps for various industries and niches. With us, you can experience full transparency in communication, support, and guidance throughout and after the development life cycle. Visit our websites for more information on our services.<\/p>\n","protected":false},"author":1,"featured_media":2609,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[176],"tags":[259,258,260,257],"class_list":["post-2607","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mobile-application-development","tag-best-mobile-app-developers-in-kolkata","tag-leading-mobile-app-development-companies-in-kolkata","tag-mobile-app-developers-in-kolkata","tag-mobile-app-development-companies-in-kolkata"],"yoast_head":"\nThe Role of Machine Learning in Personalising Mobile App Experiences<\/title>\n<meta name=\"description\" content=\"Esspesoft, one of the leading mobile app development companies in Kolkata, holds expertise in providing seamless mobile app solutions that can help your business grow.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Role of Machine Learning in Personalising Mobile App Experiences\" \/>\n<meta property=\"og:description\" content=\"Esspesoft, one of the leading mobile app development companies in Kolkata, holds expertise in providing seamless mobile app solutions that can help your business grow.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/\" \/>\n<meta property=\"og:site_name\" content=\"Esspesoft Blog - Leading Branding Company in Kolkata\" \/>\n<meta property=\"article:published_time\" content=\"2024-04-27T06:28:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.esspesoft.com\/blog\/wp-content\/uploads\/2024\/04\/Mobile-App.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"670\" \/>\n\t<meta property=\"og:image:height\" content=\"441\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"esspesoft\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"esspesoft\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/\"},\"author\":{\"name\":\"esspesoft\",\"@id\":\"https:\/\/www.esspesoft.com\/blog\/#\/schema\/person\/e9d556c969e110508a66a0983a2faa8c\"},\"headline\":\"The Role of Machine Learning in Personalising Mobile App Experiences\",\"datePublished\":\"2024-04-27T06:28:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/\"},\"wordCount\":686,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.esspesoft.com\/blog\/wp-content\/uploads\/2024\/04\/Mobile-App.jpg\",\"keywords\":[\"best mobile app developers in Kolkata\",\"leading mobile app development companies in Kolkata\",\"mobile app developers in Kolkata\",\"mobile app development companies in Kolkata\"],\"articleSection\":[\"Mobile application development\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/\",\"url\":\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/\",\"name\":\"The Role of Machine Learning in Personalising Mobile App Experiences\",\"isPartOf\":{\"@id\":\"https:\/\/www.esspesoft.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.esspesoft.com\/blog\/wp-content\/uploads\/2024\/04\/Mobile-App.jpg\",\"datePublished\":\"2024-04-27T06:28:35+00:00\",\"author\":{\"@id\":\"https:\/\/www.esspesoft.com\/blog\/#\/schema\/person\/e9d556c969e110508a66a0983a2faa8c\"},\"description\":\"Esspesoft, one of the leading mobile app development companies in Kolkata, holds expertise in providing seamless mobile app solutions that can help your business grow.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#primaryimage\",\"url\":\"https:\/\/www.esspesoft.com\/blog\/wp-content\/uploads\/2024\/04\/Mobile-App.jpg\",\"contentUrl\":\"https:\/\/www.esspesoft.com\/blog\/wp-content\/uploads\/2024\/04\/Mobile-App.jpg\",\"width\":670,\"height\":441,\"caption\":\"leading mobile app development companies in Kolkata,\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.esspesoft.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The Role of Machine Learning in Personalising Mobile App Experiences\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.esspesoft.com\/blog\/#website\",\"url\":\"https:\/\/www.esspesoft.com\/blog\/\",\"name\":\"Esspesoft Blog - Leading Branding Company in Kolkata\",\"description\":\"Esspesoft creates an amazing blog to understand the brand, digital marketing, and business trends.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.esspesoft.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.esspesoft.com\/blog\/#\/schema\/person\/e9d556c969e110508a66a0983a2faa8c\",\"name\":\"esspesoft\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/57de411d5d8618f79a006888ae3a46511c17c2a4a3d037a87b40e1ddf039a486?s=96&d=mm&r=g\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/57de411d5d8618f79a006888ae3a46511c17c2a4a3d037a87b40e1ddf039a486?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/57de411d5d8618f79a006888ae3a46511c17c2a4a3d037a87b40e1ddf039a486?s=96&d=mm&r=g\",\"caption\":\"esspesoft\"},\"sameAs\":[\"http:\/\/esspesoft.in\/wordpress\"],\"url\":\"https:\/\/www.esspesoft.com\/blog\/author\/esspesoft\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"The Role of Machine Learning in Personalising Mobile App Experiences","description":"Esspesoft, one of the leading mobile app development companies in Kolkata, holds expertise in providing seamless mobile app solutions that can help your business grow.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/","og_locale":"en_US","og_type":"article","og_title":"The Role of Machine Learning in Personalising Mobile App Experiences","og_description":"Esspesoft, one of the leading mobile app development companies in Kolkata, holds expertise in providing seamless mobile app solutions that can help your business grow.","og_url":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/","og_site_name":"Esspesoft Blog - Leading Branding Company in Kolkata","article_published_time":"2024-04-27T06:28:35+00:00","og_image":[{"width":670,"height":441,"url":"https:\/\/www.esspesoft.com\/blog\/wp-content\/uploads\/2024\/04\/Mobile-App.jpg","type":"image\/jpeg"}],"author":"esspesoft","twitter_card":"summary_large_image","twitter_misc":{"Written by":"esspesoft","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#article","isPartOf":{"@id":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/"},"author":{"name":"esspesoft","@id":"https:\/\/www.esspesoft.com\/blog\/#\/schema\/person\/e9d556c969e110508a66a0983a2faa8c"},"headline":"The Role of Machine Learning in Personalising Mobile App Experiences","datePublished":"2024-04-27T06:28:35+00:00","mainEntityOfPage":{"@id":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/"},"wordCount":686,"commentCount":0,"image":{"@id":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#primaryimage"},"thumbnailUrl":"https:\/\/www.esspesoft.com\/blog\/wp-content\/uploads\/2024\/04\/Mobile-App.jpg","keywords":["best mobile app developers in Kolkata","leading mobile app development companies in Kolkata","mobile app developers in Kolkata","mobile app development companies in Kolkata"],"articleSection":["Mobile application development"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/","url":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/","name":"The Role of Machine Learning in Personalising Mobile App Experiences","isPartOf":{"@id":"https:\/\/www.esspesoft.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#primaryimage"},"image":{"@id":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#primaryimage"},"thumbnailUrl":"https:\/\/www.esspesoft.com\/blog\/wp-content\/uploads\/2024\/04\/Mobile-App.jpg","datePublished":"2024-04-27T06:28:35+00:00","author":{"@id":"https:\/\/www.esspesoft.com\/blog\/#\/schema\/person\/e9d556c969e110508a66a0983a2faa8c"},"description":"Esspesoft, one of the leading mobile app development companies in Kolkata, holds expertise in providing seamless mobile app solutions that can help your business grow.","breadcrumb":{"@id":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#primaryimage","url":"https:\/\/www.esspesoft.com\/blog\/wp-content\/uploads\/2024\/04\/Mobile-App.jpg","contentUrl":"https:\/\/www.esspesoft.com\/blog\/wp-content\/uploads\/2024\/04\/Mobile-App.jpg","width":670,"height":441,"caption":"leading mobile app development companies in Kolkata,"},{"@type":"BreadcrumbList","@id":"https:\/\/www.esspesoft.com\/blog\/the-role-of-machine-learning-in-personalising-mobile-app-experiences\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.esspesoft.com\/blog\/"},{"@type":"ListItem","position":2,"name":"The Role of Machine Learning in Personalising Mobile App Experiences"}]},{"@type":"WebSite","@id":"https:\/\/www.esspesoft.com\/blog\/#website","url":"https:\/\/www.esspesoft.com\/blog\/","name":"Esspesoft Blog - Leading Branding Company in Kolkata","description":"Esspesoft creates an amazing blog to understand the brand, digital marketing, and business trends.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.esspesoft.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.esspesoft.com\/blog\/#\/schema\/person\/e9d556c969e110508a66a0983a2faa8c","name":"esspesoft","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/57de411d5d8618f79a006888ae3a46511c17c2a4a3d037a87b40e1ddf039a486?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/57de411d5d8618f79a006888ae3a46511c17c2a4a3d037a87b40e1ddf039a486?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/57de411d5d8618f79a006888ae3a46511c17c2a4a3d037a87b40e1ddf039a486?s=96&d=mm&r=g","caption":"esspesoft"},"sameAs":["http:\/\/esspesoft.in\/wordpress"],"url":"https:\/\/www.esspesoft.com\/blog\/author\/esspesoft\/"}]}},"_links":{"self":[{"href":"https:\/\/www.esspesoft.com\/blog\/wp-json\/wp\/v2\/posts\/2607","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.esspesoft.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.esspesoft.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.esspesoft.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.esspesoft.com\/blog\/wp-json\/wp\/v2\/comments?post=2607"}],"version-history":[{"count":0,"href":"https:\/\/www.esspesoft.com\/blog\/wp-json\/wp\/v2\/posts\/2607\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.esspesoft.com\/blog\/wp-json\/wp\/v2\/media\/2609"}],"wp:attachment":[{"href":"https:\/\/www.esspesoft.com\/blog\/wp-json\/wp\/v2\/media?parent=2607"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.esspesoft.com\/blog\/wp-json\/wp\/v2\/categories?post=2607"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.esspesoft.com\/blog\/wp-json\/wp\/v2\/tags?post=2607"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}