{"id":28526,"date":"2024-06-21T05:10:48","date_gmt":"2024-06-21T05:10:48","guid":{"rendered":"https:\/\/www.writemyessays.app\/blog\/questions\/case-analysis-4-have-text-will-travel-can-airbnb-use-review-text-data-to-optimize-profit\/"},"modified":"2024-06-21T05:10:48","modified_gmt":"2024-06-21T05:10:48","slug":"case-analysis-4-have-text-will-travel-can-airbnb-use-review-text-data-to-optimize-profit","status":"publish","type":"questions","link":"https:\/\/www.writemyessays.app\/blog\/questions\/case-analysis-4-have-text-will-travel-can-airbnb-use-review-text-data-to-optimize-profit\/","title":{"rendered":"Case Analysis 4: Have Text, Will Travel: Can Airbnb Use Review Text Data to Optimize Profit?"},"content":{"rendered":"<p><b>Instructions&nbsp;<\/b><\/p>\n<div>Please prepare a short paper based on the case description by answering the following questions.<br \/>\nThe answer to each question should be at least 200 words. The answer for each question should be<br \/>\nclearly labeled with clear heading.&nbsp;<\/div>\n<div><\/div>\n<div>1. How do data influence Airbnb\u2019s business in terms of the following aspects?&nbsp;<\/div>\n<div>\n<ul>\n<li>A. Customer value propositions: How Airbnb creates values for customers&nbsp;<\/li>\n<li>B. Business processes: How Airbnb runs the business&nbsp;<\/li>\n<li>C. Competitive advantages: How Airbnb compete on the market with competitors<\/li>\n<\/ul>\n<p><span style=\"background-color: var(--color-6); color: var(--color-1); font-variant-ligatures: inherit; font-variant-caps: inherit;\"><\/p>\n<div><span style=\"background-color: var(--color-6); color: var(--color-1); font-variant-ligatures: inherit; font-variant-caps: inherit;\">2. How could you calculate and estimate the potential revenue of a property on Airbnb using the<br \/>\navailable data? Please justify your suggestion.&nbsp;<\/span><\/div>\n<div><span style=\"background-color: var(--color-6); color: var(--color-1); font-variant-ligatures: inherit; font-variant-caps: inherit;\"><br \/><\/span><\/div>\n<div><span style=\"background-color: var(--color-6); color: var(--color-1); font-variant-ligatures: inherit; font-variant-caps: inherit;\">3. In addition to the polarity score of positive or negative, please recommend other<br \/>\ndimensions\/aspects\/features Airbnb can possibly look into to make use of the review data. Please<br \/>\nfind examples from the Airbnb website to illustrate your recommendation.&nbsp;<\/span><\/div>\n<div><span style=\"background-color: var(--color-6); color: var(--color-1); font-variant-ligatures: inherit; font-variant-caps: inherit;\"><br \/><\/span><\/div>\n<div><span style=\"background-color: var(--color-6); color: var(--color-1); font-variant-ligatures: inherit; font-variant-caps: inherit;\">4. Discuss how the unstructured and structured data can be used to improve Airbnb\u2019s customer<br \/>\nvalues, business processes, and competitive advantages.&nbsp;<\/span><\/div>\n<div><span style=\"background-color: var(--color-6); color: var(--color-1); font-variant-ligatures: inherit; font-variant-caps: inherit;\"><br \/><\/span><\/div>\n<div><span style=\"background-color: var(--color-6); color: var(--color-1); font-variant-ligatures: inherit; font-variant-caps: inherit;\">5. Discuss the difficulties and challenges in mining the text data for decision-making in the case of<br \/>\nAirbnb.&nbsp;<\/span><\/div>\n<div><span style=\"background-color: var(--color-6); color: var(--color-1); font-variant-ligatures: inherit; font-variant-caps: inherit;\"><br \/><\/span><\/div>\n<div><span style=\"background-color: var(--color-6); color: var(--color-1); font-variant-ligatures: inherit; font-variant-caps: inherit;\">Note: Please submit your analysis paper on WebCampus via TurnItIn. The similarity percentage<br \/>\nshould be below 15% to be graded.<\/span><\/div>\n<div><span style=\"background-color: var(--color-6); color: var(--color-1); font-variant-ligatures: inherit; font-variant-caps: inherit;\"><br \/><\/span><\/div>\n<div>Additional Reading:&nbsp;Uncovering the message from the mess of big<br \/>\ndata<span style=\"background-color: var(--color-6); color: var(--color-1); font-variant-ligatures: inherit; font-variant-caps: inherit;\"><br \/><\/span><\/div>\n<p><\/span><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Instructions&nbsp; Please prepare a short paper based on the case description by answering the following questions. The answer to each question should be at least 200 words. The answer for each question should be clearly labeled with clear heading.&nbsp; 1. How do data influence Airbnb\u2019s business in terms of the following aspects?&nbsp; A. Customer value [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"disciplines":[53],"paper_types":[],"tagged":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/28526"}],"collection":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions"}],"about":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/types\/questions"}],"author":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/comments?post=28526"}],"version-history":[{"count":0,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/28526\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/media?parent=28526"}],"wp:term":[{"taxonomy":"disciplines","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/disciplines?post=28526"},{"taxonomy":"paper_types","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/paper_types?post=28526"},{"taxonomy":"tagged","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/tagged?post=28526"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}