{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,6]],"date-time":"2025-10-06T09:28:02Z","timestamp":1759742882670,"version":"3.37.3"},"reference-count":128,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2023,7,31]],"date-time":"2023-07-31T00:00:00Z","timestamp":1690761600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,7,31]],"date-time":"2023-07-31T00:00:00Z","timestamp":1690761600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Digit Libr"],"published-print":{"date-parts":[[2024,6]]},"DOI":"10.1007\/s00799-023-00376-z","type":"journal-article","created":{"date-parts":[[2023,7,31]],"date-time":"2023-07-31T19:01:42Z","timestamp":1690830102000},"page":"317-340","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Complexities of leveraging user-generated book reviews for scholarly research: transiency, power dynamics, and cultural dependency"],"prefix":"10.1007","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8375-9108","authenticated-orcid":false,"given":"Yuerong","family":"Hu","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2012-8805","authenticated-orcid":false,"given":"Zoe","family":"LeBlanc","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8183-7109","authenticated-orcid":false,"given":"Jana","family":"Diesner","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8960-1846","authenticated-orcid":false,"given":"Ted","family":"Underwood","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2785-0040","authenticated-orcid":false,"given":"Glen","family":"Layne-Worthey","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9784-5090","authenticated-orcid":false,"given":"J. Stephen","family":"Downie","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,7,31]]},"reference":[{"key":"376_CR1","doi-asserted-by":"publisher","unstructured":"Jett, J. et\u00a0al.: The hathitrust research center extracted features dataset (2.0) (2020). https:\/\/doi.org\/10.13012\/R2TE-C227","DOI":"10.13012\/R2TE-C227"},{"key":"376_CR2","doi-asserted-by":"publisher","DOI":"10.7208\/chicago\/9780226612973.001.0001","volume-title":"Distant horizons: digital evidence and literary change","author":"T Underwood","year":"2019","unstructured":"Underwood, T.: Distant horizons: digital evidence and literary change. University of Chicago Press, Chicago (2019)"},{"issue":"2","key":"376_CR3","first-page":"317","volume":"73","author":"P Organisciak","year":"2022","unstructured":"Organisciak, P., Schmidt, B.M., Downie, J.S.: Giving shape to large digital libraries through exploratory data analysis. J. Am. Soc. Inf. Sci. 73(2), 317\u2013332 (2022)","journal-title":"J. Am. Soc. Inf. Sci."},{"issue":"6014","key":"376_CR4","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1126\/science.1199644","volume":"331","author":"J-B Michel","year":"2011","unstructured":"Michel, J.-B., et al.: Quantitative analysis of culture using millions of digitized books. Science 331(6014), 176\u2013182 (2011)","journal-title":"Science"},{"key":"376_CR5","unstructured":"Milligan, I.: The problem of history in the age of abundance (2016)"},{"key":"376_CR6","unstructured":"Walsh, M.: Where is all the book data (2022). https:\/\/www.publicbooks.org\/where-is-all-the-book-data\/"},{"key":"376_CR7","doi-asserted-by":"publisher","unstructured":"Kotin, J. et\u00a0al.: Shakespeare and company project dataset: lending library events. https:\/\/doi.org\/10.34770\/39sq-bm51 (2021)","DOI":"10.34770\/39sq-bm51"},{"key":"376_CR8","unstructured":"So, R.\u00a0J. , Wezerek, G.: Just how white is the book industry? (2020). https:\/\/www.nytimes.com\/interactive\/2020\/12\/11\/opinion\/culture\/diversity-publishing-industry.html"},{"key":"376_CR9","unstructured":"Boot, P.: The desirability of a corpus of online book responses. In: Proceedings of the Workshop on Computational Linguistics for Literature, pp. 32\u201340 (2013)"},{"key":"376_CR10","unstructured":"English, J.\u00a0F.: A future for empirical reader studies (2021). https:\/\/culturalanalytics.org\/post\/1208-a-future-for-empirical-reader-studies"},{"key":"376_CR11","unstructured":"Dai, L.: From history of the book to history of reading: theories and methods for historical studies of reading, Xinxing, (2017)"},{"key":"376_CR12","first-page":"243","volume":"4","author":"M Walsh","year":"2021","unstructured":"Walsh, M., Antoniak, M.: The goodreads\"classics\": a computational study of readers, amazon, and crowdsourced amateur criticism. J. Cult. Anal. 4, 243\u2013287 (2021)","journal-title":"J. Cult. Anal."},{"key":"376_CR13","unstructured":"Koolena, M., Boot, P., van Zundertb, J.\u00a0J.: Online book reviews and the computational modelling of reading impact. In: Proceedings http:\/\/ceur-ws.org vol. 1613, p 0073. ISSN, (2020)"},{"key":"376_CR14","doi-asserted-by":"publisher","first-page":"ii230","DOI":"10.1093\/llc\/fqab020","volume":"36","author":"S Rebora","year":"2021","unstructured":"Rebora, S., et al.: Digital humanities and digital social reading. Digit. Scholarsh. Humanit. 36, ii230\u2013ii250 (2021)","journal-title":"Digit. Scholarsh. Humanit."},{"issue":"1","key":"376_CR15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1002\/meet.2009.1450460228","volume":"46","author":"P Bartley","year":"2009","unstructured":"Bartley, P.: Book tagging on librarything: How, why, and what are in the tags? Proc. Am. Soc. Inf. Sci. Technol. 46(1), 1\u201322 (2009)","journal-title":"Proc. Am. Soc. Inf. Sci. Technol."},{"issue":"6","key":"376_CR16","doi-asserted-by":"publisher","first-page":"763","DOI":"10.1177\/0165551510386173","volume":"36","author":"C Lu","year":"2010","unstructured":"Lu, C., Park, J., Hu, X.: User tags versus expert-assigned subject terms: a comparison of librarything tags and library of congress subject headings. J. Inf. Sci. 36(6), 763\u2013779 (2010)","journal-title":"J. Inf. Sci."},{"key":"376_CR17","unstructured":"Worrall, A.: \u201cLike a real friendship\u201d: translation, coherence, and convergence of information values in librarything and goodreads. In: iConference 2015 Proceedings (2015)"},{"issue":"1","key":"376_CR18","first-page":"12049","volume":"1","author":"K Bourrier","year":"2020","unstructured":"Bourrier, K., Thelwall, M.: The social lives of books: Reading victorian literature on goodreads. J. Cult. Anal. 1(1), 12049 (2020)","journal-title":"J. Cult. Anal."},{"issue":"CSCW1","key":"376_CR19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3449103","volume":"5","author":"M Antoniak","year":"2021","unstructured":"Antoniak, M., Walsh, M., Mimno, D.: Tags, borders, and catalogs: Social re-working of genre on librarything. Proc. ACM Hum. Comput. Interact. 5(CSCW1), 1\u201329 (2021)","journal-title":"Proc. ACM Hum. Comput. Interact."},{"key":"376_CR20","doi-asserted-by":"crossref","unstructured":"Gilbert, E., Karahalios, K.: Understanding deja reviewers, pp 225\u2013228 (2010)","DOI":"10.1145\/1718918.1718961"},{"key":"376_CR21","doi-asserted-by":"crossref","unstructured":"Maity, S.\u00a0K., Panigrahi, A., Mukherjee, A.: Book reading behavior on goodreads can predict the amazon best sellers, pp 451\u2013454 (2017)","DOI":"10.1145\/3110025.3110138"},{"issue":"1","key":"376_CR22","doi-asserted-by":"publisher","first-page":"238","DOI":"10.1632\/pmla.2013.128.1.238","volume":"128","author":"L Nakamura","year":"2013","unstructured":"Nakamura, L.: \u201cWords with friends\u2019\u2019: socially networked reading on goodreads. PMLA\/Publ. Mod. Lang. Assoc. Am. 128(1), 238\u2013243 (2013)","journal-title":"PMLA\/Publ. Mod. Lang. Assoc. Am."},{"key":"376_CR23","doi-asserted-by":"crossref","unstructured":"Shahsavari, S. et\u00a0al.: An automated pipeline for character and relationship extraction from readers literary book reviews on goodreads. com, 277\u2013286 (2020)","DOI":"10.1145\/3394231.3397918"},{"key":"376_CR24","doi-asserted-by":"publisher","unstructured":"Wan, M., McAuley, J.\u00a0J. Pera, S., Ekstrand, M.\u00a0D., Amatriain, X., O\u2019Donovan, J. (eds) Item recommendation on monotonic behavior chains. (eds Pera, S., Ekstrand, M.\u00a0D., Amatriain, X. & O\u2019Donovan, J.) In: Proceedings of the 12th ACM Conference on Recommender Systems, RecSys 2018, Vancouver, BC, Canada, October 2-7, 2018, 86\u201394 (ACM, 2018). https:\/\/doi.org\/10.1145\/3240323.3240369","DOI":"10.1145\/3240323.3240369"},{"key":"376_CR25","doi-asserted-by":"publisher","unstructured":"Wan, M., Misra, R., Nakashole, N., McAuley, J.\u00a0J. Korhonen, A., Traum, D.\u00a0R., M\u00e0rquez, L. (eds) Fine-grained spoiler detection from large-scale review corpora. (eds Korhonen, A., Traum, D.\u00a0R. & M\u00e0rquez, L.) In: Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Vol 1, pp. 2605\u20132610 (Association for Computational Linguistics, 2019). https:\/\/doi.org\/10.18653\/v1\/p19-1248","DOI":"10.18653\/v1\/p19-1248"},{"key":"376_CR26","volume-title":"Old books and new histories: an orientation to studies in book and print culture","author":"L Howsam","year":"2006","unstructured":"Howsam, L.: Old books and new histories: an orientation to studies in book and print culture. University of Toronto Press, Toronto (2006)"},{"key":"376_CR27","unstructured":"Pianzola, F. et\u00a0al.: Books\u2019impact in digital social reading: Towards a conceptual and methodological framework. In: Digital Humanities 2022 Conference Abstracts, pp. 94\u201398 (2022)"},{"issue":"3","key":"376_CR28","doi-asserted-by":"publisher","first-page":"674","DOI":"10.1016\/j.dss.2011.11.002","volume":"52","author":"N Hu","year":"2012","unstructured":"Hu, N., Bose, I., Koh, N.S., Liu, L.: Manipulation of online reviews: an analysis of ratings, readability, and sentiments. Decis. Support Syst. 52(3), 674\u2013684 (2012)","journal-title":"Decis. Support Syst."},{"key":"376_CR29","first-page":"163","volume-title":"Research with user-generated book review data: legal and ethical pitfalls and contextualized mitigations","author":"Y Hu","year":"2023","unstructured":"Hu, Y., Layne-Worthey, G., Martaus, A., Downie, J.S., Diesner, J.: Research with user-generated book review data: legal and ethical pitfalls and contextualized mitigations, pp. 163\u2013186. Springer, Berlin (2023)"},{"issue":"1","key":"376_CR30","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1111\/j.1083-6101.2011.01551.x","volume":"17","author":"LM Willemsen","year":"2011","unstructured":"Willemsen, L.M., Neijens, P.C., Bronner, F., De Ridder, J.A.: \u201cHighly recommended!\" the content characteristics and perceived usefulness of online consumer reviews. J. Comput. Mediat. Commun. 17(1), 19\u201338 (2011)","journal-title":"J. Comput. Mediat. Commun."},{"key":"376_CR31","doi-asserted-by":"publisher","first-page":"140","DOI":"10.1016\/j.tourman.2014.09.020","volume":"47","author":"Z Liu","year":"2015","unstructured":"Liu, Z., Park, S.: What makes a useful online review? Implication for travel product websites. Tour. Manage. 47, 140\u2013151 (2015)","journal-title":"Tour. Manage."},{"key":"376_CR32","doi-asserted-by":"crossref","unstructured":"Kambara, T., Okamoto, S., Teramoto, Y., Kusu, K., Hatano, K.: Evaluating usefulness of reviews based on evaluation standpoints of consumers, pp. 110\u2013117 (2018)","DOI":"10.1145\/3281375.3281390"},{"issue":"1","key":"376_CR33","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1108\/OIR-09-2019-0287","volume":"45","author":"AI Lopes","year":"2020","unstructured":"Lopes, A.I., Dens, N., De Pelsmacker, P., De Keyzer, F.: Which cues influence the perceived usefulness and credibility of an online review? A conjoint analysis. Online Inf. Rev. 45(1), 1\u201320 (2020)","journal-title":"Online Inf. Rev."},{"key":"376_CR34","doi-asserted-by":"publisher","DOI":"10.1108\/JRIM-09-2021-0239","author":"H Li","year":"2022","unstructured":"Li, H., Wang, X., Wang, S., Zhou, W., Yang, Z.: The power of numbers: an examination of the relationship between numerical cues in online review comments and perceived review helpfulness. J. Res. Interact. Mark. (2022). https:\/\/doi.org\/10.1108\/JRIM-09-2021-0239","journal-title":"J. Res. Interact. Mark."},{"key":"376_CR35","doi-asserted-by":"crossref","unstructured":"Jiang, M., Diesner, J.: Issue-focused documentaries versus other films: Rating and type prediction based on user-authored reviews, pp. 225\u2013230 (2016)","DOI":"10.1145\/2914586.2914638"},{"key":"376_CR36","unstructured":"Wang, J., Ghose, A., Ipeirotis, P.: Bonus, disclosure, and choice: What motivates the creation of high-quality paid reviews? Citeseer, (2012)"},{"key":"376_CR37","unstructured":"McCluskey, M.: How extortion scams and review bombing trolls turned goodreads into many authors\u2019worst nightmare (2021). https:\/\/time.com\/6078993\/goodreads-review-bombing\/"},{"key":"376_CR38","doi-asserted-by":"crossref","unstructured":"Fornaciari, T., Poesio, M.: Identifying fake amazon reviews as learning from crowds, Association for Computational Linguistics, pp. 279\u2013287 (2014)","DOI":"10.3115\/v1\/E14-1030"},{"issue":"12","key":"376_CR39","doi-asserted-by":"publisher","first-page":"3412","DOI":"10.1287\/mnsc.2015.2304","volume":"62","author":"M Luca","year":"2016","unstructured":"Luca, M., Zervas, G.: Fake it till you make it: reputation, competition, and yelp review fraud. Manage. Sci. 62(12), 3412\u20133427 (2016)","journal-title":"Manage. Sci."},{"key":"376_CR40","doi-asserted-by":"publisher","first-page":"113280","DOI":"10.1016\/j.dss.2020.113280","volume":"132","author":"Y Wu","year":"2020","unstructured":"Wu, Y., Ngai, E.W., Wu, P., Wu, C.: Fake online reviews: literature review, synthesis, and directions for future research. Decis. Support Syst. 132, 113280 (2020)","journal-title":"Decis. Support Syst."},{"key":"376_CR41","unstructured":"Newell, E.D., Dimitrov, S., Piper, A., Ruths, D.: How a platform shapes reviewing behavior, To buy or to read (2016)"},{"issue":"3","key":"376_CR42","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1080\/10941665.2015.1029954","volume":"21","author":"M Schuckert","year":"2016","unstructured":"Schuckert, M., Liu, X., Law, R.: Insights into suspicious online ratings: direct evidence from tripadvisor. Asia Pac. J. Tour. Res. 21(3), 259\u2013272 (2016)","journal-title":"Asia Pac. J. Tour. Res."},{"issue":"4","key":"376_CR43","doi-asserted-by":"publisher","first-page":"940","DOI":"10.1287\/isre.2016.0674","volume":"27","author":"T Lappas","year":"2016","unstructured":"Lappas, T., Sabnis, G., Valkanas, G.: The impact of fake reviews on online visibility: a vulnerability assessment of the hotel industry. Inf. Syst. Res. 27(4), 940\u2013961 (2016)","journal-title":"Inf. Syst. Res."},{"issue":"4","key":"376_CR44","doi-asserted-by":"publisher","first-page":"970","DOI":"10.1177\/1367549419886026","volume":"24","author":"S Murray","year":"2021","unstructured":"Murray, S.: Secret agents: algorithmic culture, goodreads and datafication of the contemporary book world. Eur. J. Cult. Stud. 24(4), 970\u2013989 (2021)","journal-title":"Eur. J. Cult. Stud."},{"key":"376_CR45","doi-asserted-by":"publisher","unstructured":"Antoniak, M., Walsh, M.: The crowdsourced\u201cclassics\u201dand the revealing limits of goodreads data (2020). https:\/\/doi.org\/10.17613\/7k61-eg23","DOI":"10.17613\/7k61-eg23"},{"key":"376_CR46","first-page":"23","volume-title":"Fake reviews: the malicious perspective","author":"T Lappas","year":"2012","unstructured":"Lappas, T.: Fake reviews: the malicious perspective, pp. 23\u201334. Springer, Berlin (2012)"},{"key":"376_CR47","unstructured":"Streitfeld, D.: The best book reviews money can buy (2012). https:\/\/www.nytimes.com\/2012\/08\/26\/business\/book-reviewers-for-hire-meet-a-demand-for-online-raves.html"},{"key":"376_CR48","unstructured":"Kirkus. Get reviewed. get discovered. (2022). https:\/\/www.kirkusreviews.com\/indie-reviews\/"},{"key":"376_CR49","unstructured":"Olivia. How to get arc and review copies of books-all you need to know (2017). https:\/\/booksandreaderssite.wordpress.com\/2017\/07\/10\/how-to-get-arc-and-review-copies-of-books-all-you-need-to-know\/"},{"key":"376_CR50","unstructured":"Murphy, D.: Are advanced reader copies (arcs) for book reviews illegal (against amazon\u2019s terms?) (2016). https:\/\/www.creativindie.com\/are-advanced-reader-copies-arcs-for-book-reviews-illegal-against-amazons-terms\/"},{"issue":"12","key":"376_CR51","doi-asserted-by":"publisher","first-page":"210797","DOI":"10.1098\/rsos.210797","volume":"8","author":"P Holur","year":"2021","unstructured":"Holur, P., Shahsavari, S., Ebrahimzadeh, E., Tangherlini, T.R., Roychowdhury, V.: Modelling social readers: novel tools for addressing reception from online book reviews. R. Soc. open Sci. 8(12), 210797 (2021)","journal-title":"R. Soc. open Sci."},{"issue":"3","key":"376_CR52","first-page":"30009","volume":"6","author":"L Mendelman","year":"2021","unstructured":"Mendelman, L., Mukamal, A.: The generative dissensus of reading the feminist novel, 1995\u20132020: a computational analysis of interpretive communities. J. Cult. Anal. 6(3), 30009 (2021)","journal-title":"J. Cult. Anal."},{"issue":"2","key":"376_CR53","first-page":"36446","volume":"7","author":"M Salgaro","year":"2022","unstructured":"Salgaro, M.: Literary value in the era of big data. Operationalizing critical distance in professional and non-professional reviews. J. Cult. Anal. 7(2), 36446 (2022)","journal-title":"J. Cult. Anal."},{"key":"376_CR54","doi-asserted-by":"publisher","DOI":"10.22148\/001c.22333","author":"M Moravec","year":"2021","unstructured":"Moravec, M., Chang, K.K.: Feminist bestsellers: a digital history of 1970s feminism. J. Cult. Anal. (2021). https:\/\/doi.org\/10.22148\/001c.22333","journal-title":"J. Cult. Anal."},{"key":"376_CR55","doi-asserted-by":"publisher","DOI":"10.1353\/book.60734","volume-title":"The digital literary sphere: reading, writing, and selling books in the internet era","author":"S Murray","year":"2018","unstructured":"Murray, S.: The digital literary sphere: reading, writing, and selling books in the internet era. Johns Hopkins University Press, Baltimore (2018)"},{"key":"376_CR56","first-page":"491","volume":"80","author":"K Crawford","year":"2015","unstructured":"Crawford, K., Finn, M.: The limits of crisis data: analytical and ethical challenges of using social and mobile data to understand disasters. Geo. J. 80, 491\u2013502 (2015)","journal-title":"Geo. J."},{"key":"376_CR57","doi-asserted-by":"publisher","first-page":"13","DOI":"10.3389\/fdata.2019.00013","volume":"2","author":"A Olteanu","year":"2019","unstructured":"Olteanu, A., Castillo, C., Diaz, F., K\u0131c\u0131man, E.: Social data: biases, methodological pitfalls, and ethical boundaries. Front. Big Data 2, 13 (2019)","journal-title":"Front. Big Data"},{"key":"376_CR58","doi-asserted-by":"crossref","unstructured":"Bruns, A., Weller, K.: Twitter as a first draft of the present: and the challenges of preserving it for the future, pp. 183\u2013189 (2016)","DOI":"10.1145\/2908131.2908174"},{"issue":"3","key":"376_CR59","first-page":"169","volume":"20","author":"Y Wang","year":"2019","unstructured":"Wang, Y., Wang, Z., Zhang, D., Zhang, R.: Discovering cultural differences in online consumer product reviews. J. Electron. Commer. Res. 20(3), 169\u2013183 (2019)","journal-title":"J. Electron. Commer. Res."},{"issue":"3","key":"376_CR60","doi-asserted-by":"publisher","first-page":"496","DOI":"10.1177\/0047287518764345","volume":"58","author":"P Stamolampros","year":"2019","unstructured":"Stamolampros, P., Korfiatis, N., Kourouthanassis, P., Symitsi, E.: Flying to quality: cultural influences on online reviews. J. Travel Res. 58(3), 496\u2013511 (2019)","journal-title":"J. Travel Res."},{"key":"376_CR61","unstructured":"Manshel, A., McGrath, L.\u00a0B., Porter, J.\u00a0D.: The rise of must-read tv-how your netflix habit is changing contemporary fiction (2021). https:\/\/www.theatlantic.com\/culture\/archive\/2021\/07\/tv-adaptations-fiction\/619442\/"},{"key":"376_CR62","unstructured":"Lewis, H.: How j. k. Rowling became voldemort (2020). https:\/\/www.theatlantic.com\/international\/archive\/2020\/07\/why-millennial-harry-potter-fans-reject-jk-rowling\/613870\/"},{"key":"376_CR63","unstructured":"Goodreads. About goodreads (2021). https:\/\/www.goodreads.com\/about\/us"},{"key":"376_CR64","unstructured":"Douban. About douban (2021). https:\/\/www.douban.com\/about"},{"key":"376_CR65","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.dss.2014.07.004","volume":"67","author":"T Bao","year":"2014","unstructured":"Bao, T., Chang, T.-L.S.: Why amazon uses both the new york times best seller list and customer reviews: an empirical study of multiplier effects on product sales from multiple earned media. Decis. Support Syst. 67, 1\u20138 (2014)","journal-title":"Decis. Support Syst."},{"key":"376_CR66","first-page":"363","volume-title":"Goodreads ratings and reviews analysis of booker prize titles","author":"L Ptuabhof","year":"2018","unstructured":"Ptuabhof, L., Da, P.R.: Goodreads ratings and reviews analysis of booker prize titles, pp. 363\u2013371. Segment Publication, Daryaganj (2018)"},{"key":"376_CR67","doi-asserted-by":"crossref","unstructured":"Lin, E., Fang, S., Wang, J.: Mining online book reviews for sentimental clustering, pp. 179\u2013184, IEEE, (2013)","DOI":"10.1109\/WAINA.2013.172"},{"key":"376_CR68","unstructured":"Wikipedia contributors. Amazon (company (2021)). https:\/\/en.wikipedia.org\/wiki\/Amazon_(company)"},{"key":"376_CR69","unstructured":"Wikipedia contributors. Amazon books (2021). https:\/\/en.wikipedia.org\/wiki\/Amazon_Books"},{"key":"376_CR70","unstructured":"Wikipedia contributors. Goodreads (2021). https:\/\/en.wikipedia.org\/wiki\/Goodreads"},{"key":"376_CR71","unstructured":"Wikipedia contributors. Librarything (2021). https:\/\/en.wikipedia.org\/wiki\/LibraryThing"},{"key":"376_CR72","unstructured":"LibraryThing. About librarything (2021). https:\/\/www.librarything.com\/about"},{"key":"376_CR73","unstructured":"Wikipedia contributors. Douban (2021). https:\/\/en.wikipedia.org\/wiki\/Douban"},{"key":"376_CR74","unstructured":"Xie, R.: Investigaton into douban water army: 15 RMB for a short review; votes and thumb-ups available as well (in Chinese) (2021). http:\/\/www.xinhuanet.com\/fortune\/2021-02\/25\/c_1127136296.htm"},{"issue":"2","key":"376_CR75","first-page":"43","volume":"1","author":"H Kiu-Chor","year":"2007","unstructured":"Kiu-Chor, H., et al.: A case study of douban: social network communities. Masaryk Univ. J. Law Technol. 1(2), 43\u201356 (2007)","journal-title":"Masaryk Univ. J. Law Technol."},{"key":"376_CR76","doi-asserted-by":"publisher","unstructured":"Sabri, N., Weber, I.: Users data (2021). https:\/\/figshare.com\/articles\/dataset\/Users_Data\/15067509. https:\/\/doi.org\/10.6084\/m9.figshare.15067509.v1","DOI":"10.6084\/m9.figshare.15067509.v1"},{"issue":"8","key":"376_CR77","doi-asserted-by":"publisher","first-page":"83","DOI":"10.3390\/data6080083","volume":"6","author":"N Sabri","year":"2021","unstructured":"Sabri, N., Weber, I.: A global book reading dataset. Data 6(8), 83 (2021)","journal-title":"Data"},{"key":"376_CR78","unstructured":"Diesner, J., Chin, C.-L.: Usable ethics: practical considerations for responsibly conducting research with social trace data. Big Data Ethics (2015)"},{"key":"376_CR79","unstructured":"Diesner, J., Chin, C.-L.: Seeing the forest for the trees: understanding and implementing regulations for the collection and analysis of human centered data (2016)"},{"key":"376_CR80","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1007\/s10676-010-9227-5","volume":"12","author":"M Zimmer","year":"2010","unstructured":"Zimmer, M.: \u201cbut the data is already public\u2019\u2019: on the ethics of research in facebook. Ethics Inf. Technol. 12, 313\u2013325 (2010)","journal-title":"Ethics Inf. Technol."},{"key":"376_CR81","doi-asserted-by":"crossref","unstructured":"Fiesler, C., Lampe, C., Bruckman, A.\u00a0S.: Reality and perception of copyright terms of service for online content creation, pp. 1450\u20131461 (2016)","DOI":"10.1145\/2818048.2819931"},{"issue":"2","key":"376_CR82","doi-asserted-by":"crossref","first-page":"205630511876830","DOI":"10.1177\/2056305118768300","volume":"4","author":"M Zimmer","year":"2018","unstructured":"Zimmer, M.: Addressing conceptual gaps in big data research ethics: an application of contextual integrity. Soc. Media Soc. 4(2), 2056305118768300 (2018)","journal-title":"Soc. Media Soc."},{"key":"376_CR83","doi-asserted-by":"crossref","unstructured":"Fiesler, C., Beard, N., Keegan, B.\u00a0C.: No robots, spiders, or scrapers: legal and ethical regulation of data collection methods in social media terms of service, Vol.\u00a014, pp. 187\u2013196, (2020)","DOI":"10.1609\/icwsm.v14i1.7290"},{"key":"376_CR84","unstructured":"Dong Fang Kuai Che (Taiyuan). Douban top 250 books (2011). https:\/\/www.douban.com\/doulist\/513669\/"},{"key":"376_CR85","unstructured":"Rui. Douban top 250 books old version 2013.06 (2013). https:\/\/www.douban.com\/note\/536479320\/"},{"key":"376_CR86","unstructured":"Shuyang. douban.com top 250 movies and books (2016). https:\/\/github.com\/Shuyang\/douban_top250\/tree\/master"},{"key":"376_CR87","unstructured":"Zhou, J.: douban.com top 250 movies and books (2018). https:\/\/doi.org\/10.18170\/DVN\/X20PS1"},{"key":"376_CR88","unstructured":"Douban Books. How many douban top 250 books have you read? (2019). https:\/\/mp.weixin.qq.com\/s?__biz=MzAwNzYyNDMyMA== &mid=2651117440 &idx=1 &sn=86f24dcbc54b18c40978ce325fbefb08"},{"key":"376_CR89","unstructured":"Zebulon2020. Douban read top250 crawler (2020). https:\/\/github.com\/zebulon2020\/DoubanReadTop250Crawler"},{"key":"376_CR90","unstructured":"Douban Books. Big changes to douban top 250 books: 107 new books on the list for the first time (2020). https:\/\/mp.weixin.qq.com\/s\/iYCf7lGdLkgNurzv_HNa-Q"},{"key":"376_CR91","unstructured":"U.S. Copyright Office. U.s. copyright office fair use index (2023). https:\/\/www.copyright.gov\/fair-use\/"},{"key":"376_CR92","unstructured":"Books, D.: Douban book tags (2022). https:\/\/book.douban.com\/tag\/?view=type"},{"key":"376_CR93","unstructured":"The National People\u2019s Congress of The People\u2019s Republic of China. Copyright law of the people\u2019s republic of china (chinese version) (2022). http:\/\/www.npc.gov.cn\/npc\/c30834\/202011\/848e73f58d4e4c5b82f69d25d46048c6.shtml"},{"key":"376_CR94","unstructured":"The National People\u2019s Congress of The People\u2019s Republic of China. Copyright law of the people\u2019s republic of china (english translation) (2022). http:\/\/www.china.org.cn\/english\/government\/207484.htm"},{"key":"376_CR95","unstructured":"Goodreads. Privacy policy (2022). https:\/\/www.goodreads.com\/about\/privacy"},{"key":"376_CR96","unstructured":"Center, H.\u00a0R.: Hathitrust research center non-consumptive use policy (2017). https:\/\/www.hathitrust.org\/htrc_ncup"},{"issue":"5","key":"376_CR97","doi-asserted-by":"publisher","first-page":"150081","DOI":"10.1098\/rsos.150081","volume":"2","author":"M Mauch","year":"2015","unstructured":"Mauch, M., MacCallum, R.M., Levy, M., Leroi, A.M.: The evolution of popular music: Usa 1960\u20132010. R. Soc. Open Sci. 2(5), 150081 (2015)","journal-title":"R. Soc. Open Sci."},{"key":"376_CR98","unstructured":"Gekoski, R.: Tolkien\u2019s gown: and other stories of great authors and rare books, Constable, (2004)"},{"key":"376_CR99","unstructured":"Sharma, R.: Black and lgbtq+ authors say they\u2019re being harassed on goodreads and trolled with one-star book reviews (2021). https:\/\/inews.co.uk\/culture\/books\/goodreads-book-reviews- black-lgbtq-authors-harrassed-trolled-949179"},{"key":"376_CR100","unstructured":"Zhu G. S.: (an author from Zuoshu2013 the Wechat Official Account). Big changes to the douban books top 250 list, the kite runner is no longer ranked no. 1 (2020). https:\/\/post.smzdm.com\/p\/a830r7gq\/"},{"key":"376_CR101","unstructured":"Federal Trade Commission. Federal trade commission 16 cfr part 255 guides concerning the use of endorsements and testimonials in advertising (2023). https:\/\/www.ftc.gov\/sites\/default\/files\/attachments\/press-releases\/ftc-publishes-final-guides-governing-endorsements-testimonials\/091005revisedendorsementguides.pdf"},{"key":"376_CR102","unstructured":"Jiang, M., Diesner, J.: Says who...? Identification of expert versus layman critics\u2019reviews of documentary films, pp. 2122\u20132132 (2016)"},{"key":"376_CR103","first-page":"2825","volume":"12","author":"F Pedregosa","year":"2011","unstructured":"Pedregosa, F., et al.: Scikit-learn: machine learning in Python. J. Mach. Learn. Res. 12, 2825\u20132830 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"376_CR104","unstructured":"Ramos, J. et\u00a0al.: Using tf-idf to determine word relevance in document queries, Vol. 242, pp. 29\u201348, Citeseer, (2003)"},{"issue":"1","key":"376_CR105","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1214\/aoms\/1177729694","volume":"22","author":"S Kullback","year":"1951","unstructured":"Kullback, S., Leibler, R.A.: On information and sufficiency. Ann. Math. Stat. 22(1), 79\u201386 (1951)","journal-title":"Ann. Math. Stat."},{"key":"376_CR106","doi-asserted-by":"publisher","DOI":"10.22148\/001c.17585","author":"KK Chang","year":"2020","unstructured":"Chang, K.K., DeDeo, S.: Divergence and the complexity of difference in text and culture. J. Cult. Anal. (2020). https:\/\/doi.org\/10.22148\/001c.17585","journal-title":"J. Cult. Anal."},{"issue":"2","key":"376_CR107","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1093\/poq\/nfab032","volume":"85","author":"CQ Camargo","year":"2021","unstructured":"Camargo, C.Q., John, P., Margetts, H.Z., Hale, S.A.: Measuring the volatility of the political agenda in public opinion and news media. Public Opin. Q. 85(2), 493\u2013516 (2021)","journal-title":"Public Opin. Q."},{"key":"376_CR108","unstructured":"Sorensen, A.\u00a0T., Rasmussen, S.\u00a0J.: Is any publicity good publicity? a note on the impact of book reviews. NBER Working Paper, Stanford University (2004)"},{"issue":"5","key":"376_CR109","doi-asserted-by":"publisher","first-page":"815","DOI":"10.1287\/mksc.1090.0557","volume":"29","author":"J Berger","year":"2010","unstructured":"Berger, J., Sorensen, A.T., Rasmussen, S.J.: Positive effects of negative publicity: when negative reviews increase sales. Mark. Sci. 29(5), 815\u2013827 (2010)","journal-title":"Mark. Sci."},{"key":"376_CR110","doi-asserted-by":"publisher","DOI":"10.16995\/dscn.8098","author":"PJ Spence","year":"2021","unstructured":"Spence, P.J., Brandao, R.: Towards language sensitivity and diversity in the digital humanities. Digit. Stud. Champ Num\u00e9r. (2021). https:\/\/doi.org\/10.16995\/dscn.8098","journal-title":"Digit. Stud. Champ Num\u00e9r."},{"key":"376_CR111","first-page":"58","volume-title":"in Global outlooks in digital humanities: multilingual practices and minimal computing","author":"A Gil","year":"2016","unstructured":"Gil, A., Ortega, \u00c9.: in Global outlooks in digital humanities: multilingual practices and minimal computing, pp. 58\u201370. Routledge, England (2016)"},{"key":"376_CR112","unstructured":"Liu, A.: Culture is wide, deep, and different. J. Cult. Anal. (2021)"},{"key":"376_CR113","unstructured":"Maryl, M.: Virtual communities\u2013real readers: new data in empirical studies of literature (2008)"},{"key":"376_CR114","unstructured":"Ehrmann, T., Schmale, H.: The hitchhiker\u2019s guide to the long tail: The influence of online-reviews and product recommendations on book sales-evidence from german online retailing. In: ICIS 2008 Proceedings 157 (2008)"},{"issue":"1","key":"376_CR115","first-page":"30","volume":"45","author":"H Hong","year":"2017","unstructured":"Hong, H., Xu, D., Xu, D., Wang, G.A., Fan, W.: An empirical study on the impact of online word-of-mouth sources on retail sales. Inf. Discov. Deliv. 45(1), 30\u20135 (2017)","journal-title":"Inf. Discov. Deliv."},{"issue":"7","key":"376_CR116","doi-asserted-by":"publisher","first-page":"1169","DOI":"10.1108\/OIR-01-2019-0037","volume":"43","author":"C Zhang","year":"2019","unstructured":"Zhang, C., Tong, T., Bu, Y.: Examining differences among book reviews from various online platforms. Online Inf. Rev. 43(7), 1169\u201387 (2019)","journal-title":"Online Inf. Rev."},{"key":"376_CR117","unstructured":"Long, H.: Culture at global scale (2021). https:\/\/culturalanalytics.org\/post\/1160-culture-at-global-scale"},{"key":"376_CR118","unstructured":"Dimitrov, S., Zamal, F., Piper, A., Ruths, D.: Goodreads versus amazon: the effect of decoupling book reviewing and book selling (2015)"},{"issue":"1","key":"376_CR119","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1177\/0001839214523602","volume":"59","author":"B Kov\u00e1cs","year":"2014","unstructured":"Kov\u00e1cs, B., Sharkey, A.J.: The paradox of publicity: how awards can negatively affect the evaluation of quality. Adm. Sci. Q. 59(1), 1\u201333 (2014)","journal-title":"Adm. Sci. Q."},{"key":"376_CR120","unstructured":"Wikipedia contributors. Milan kundera (2021). https:\/\/en.wikipedia.org\/wiki\/Milan_Kundera"},{"key":"376_CR121","unstructured":"Douban. Lolita (webpage for the book) (2022). https:\/\/book.douban.com\/subject\/1465324\/"},{"key":"376_CR122","unstructured":"Goodreads. Lolita (webpage for the book) (2022). https:\/\/www.goodreads.com\/book\/show\/7604.Lolita"},{"issue":"2","key":"376_CR123","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1163\/26660393-BJA10008","volume":"1","author":"S Chik","year":"2020","unstructured":"Chik, S., Taboada, M.: Generic structure and rhetorical relations of online book reviews in English, Japanese and Chinese. Contrastive Pragmat. 1(2), 143\u2013179 (2020)","journal-title":"Contrastive Pragmat."},{"issue":"2","key":"376_CR124","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1257\/app.6.2.76","volume":"6","author":"CL Garthwaite","year":"2014","unstructured":"Garthwaite, C.L.: Demand spillovers, combative advertising, and celebrity endorsements. Am. Econ. J. Appl. Econ. 6(2), 76\u2013104 (2014)","journal-title":"Am. Econ. J. Appl. Econ."},{"issue":"3","key":"376_CR125","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1007\/s12109-015-9411-x","volume":"31","author":"JG McKinnon","year":"2015","unstructured":"McKinnon, J.G.: Adoption of e-book platform by historical new york times best-sellers: an examination of the\"long tail\"theory in action. Publ. Res. Q. 31(3), 201\u2013214 (2015)","journal-title":"Publ. Res. Q."},{"issue":"3","key":"376_CR126","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1016\/j.intmar.2014.02.001","volume":"28","author":"RA King","year":"2014","unstructured":"King, R.A., Racherla, P., Bush, V.D.: What we know and don\u2019t know about online word-of-mouth: a review and synthesis of the literature. J. Interact. Mark. 28(3), 167\u2013183 (2014)","journal-title":"J. Interact. Mark."},{"key":"376_CR127","doi-asserted-by":"crossref","unstructured":"Pianzola, F., Acerbi, A., Rebora, S.: Cultural accumulation and improvement in online fan fiction. In: CEUR Workshop Proceedings (2020)","DOI":"10.31219\/osf.io\/4wjnm"},{"key":"376_CR128","unstructured":"Diesner, J., Chin, C.-L.: Gratis, libre, or something else? regulations and misassumptions related to working with publicly available text data (2016)"}],"container-title":["International Journal on Digital Libraries"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00799-023-00376-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00799-023-00376-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00799-023-00376-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,26]],"date-time":"2024-06-26T07:07:03Z","timestamp":1719385623000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00799-023-00376-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,31]]},"references-count":128,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2024,6]]}},"alternative-id":["376"],"URL":"https:\/\/doi.org\/10.1007\/s00799-023-00376-z","relation":{},"ISSN":["1432-5012","1432-1300"],"issn-type":[{"type":"print","value":"1432-5012"},{"type":"electronic","value":"1432-1300"}],"subject":[],"published":{"date-parts":[[2023,7,31]]},"assertion":[{"value":"31 October 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 June 2023","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 June 2023","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"31 July 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}