{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T10:28:16Z","timestamp":1756636096458},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2023,10,4]],"date-time":"2023-10-04T00:00:00Z","timestamp":1696377600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,10,4]],"date-time":"2023-10-04T00:00:00Z","timestamp":1696377600000},"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":["Oper. Res. Forum"],"DOI":"10.1007\/s43069-023-00261-0","type":"journal-article","created":{"date-parts":[[2023,10,4]],"date-time":"2023-10-04T11:01:44Z","timestamp":1696417304000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Automated Slideshow Design from a Set of Photos Based on a Hybrid Metaheuristic Approach"],"prefix":"10.1007","volume":"4","author":[{"given":"Labeat","family":"Arbneshi","sequence":"first","affiliation":[]},{"given":"Kadri","family":"Sylejmani","sequence":"additional","affiliation":[]},{"given":"Ndri\u00e7im","family":"Halili","sequence":"additional","affiliation":[]},{"given":"Erzen","family":"Krasniqi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,10,4]]},"reference":[{"issue":"6","key":"261_CR1","doi-asserted-by":"publisher","first-page":"1139","DOI":"10.1109\/TVCG.2010.179","volume":"16","author":"E Segel","year":"2010","unstructured":"Segel E, Heer J (2010) Narrative visualization: telling stories with data. IEEE Trans Visual Comput Graphics 16(6):1139\u20131148","journal-title":"IEEE Trans Visual Comput Graphics"},{"issue":"3","key":"261_CR2","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1016\/j.visinf.2021.06.004","volume":"5","author":"C Tominski","year":"2021","unstructured":"Tominski C, Andrienko G, Andrienko N, Bleisch S, Fabrikant SI, Mayr E, Miksch S, Pohl M, Skupin A (2021) Toward flexible visual analytics augmented through smooth display transitions. Vis Inform 5(3):28\u201338","journal-title":"Vis Inform"},{"key":"261_CR3","unstructured":"Google (2019) Google hash code competition. https:\/\/storage.googleapis.com\/coding-competitions.appspot.com\/HC\/2019\/hashcode2019_qualification_task.pdf. Accessed 12 Feb 2023"},{"key":"261_CR4","doi-asserted-by":"crossref","unstructured":"Arbneshi L, Sylejmani\u00a0K (2023) Iterated local search with genetic algorithms for the photo slideshow problem. In: Metaheuristics: 14th International Conference, MIC 2022, Syracuse, Italy, July 11\u201314, 2022, Proceedings. Springer, pp 537\u2013543","DOI":"10.1007\/978-3-031-26504-4_45"},{"key":"261_CR5","unstructured":"Unsplash.com (2023) Unsplash.com. https:\/\/unsplash.com\/. Accessed 12 Feb 2023"},{"issue":"1","key":"261_CR6","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1016\/0167-6377(91)90083-2","volume":"10","author":"M Desrochers","year":"1991","unstructured":"Desrochers M, Laporte G (1991) Improvements and extensions to the miller-tucker-zemlin subtour elimination constraints. Oper Res Lett 10(1):27\u201336","journal-title":"Oper Res Lett"},{"key":"261_CR7","first-page":"225","volume":"7","author":"M J\u00fcnger","year":"1995","unstructured":"J\u00fcnger M, Reinelt G, Rinaldi G (1995) The traveling salesman problem. Handbooks Oper Res Management Sci 7:225\u2013330","journal-title":"Handbooks Oper Res Management Sci"},{"key":"261_CR8","doi-asserted-by":"crossref","unstructured":"Johnson DS (2005) Local optimization and the traveling salesman problem. In: Automata, Languages and Programming: 17th International Colloquium Warwick University, England, July 16\u201320, 1990 Proceedings. Springer, pp 446\u2013461","DOI":"10.1007\/BFb0032050"},{"issue":"3","key":"261_CR9","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1002\/1520-6750(198706)34:3<307::AID-NAV3220340302>3.0.CO;2-D","volume":"34","author":"BL Golden","year":"1987","unstructured":"Golden BL, Levy L, Vohra R (1987) The orienteering problem. Naval Research Logistics (NRL) 34(3):307\u2013318","journal-title":"Naval Research Logistics (NRL)"},{"issue":"1","key":"261_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ejor.2010.03.045","volume":"209","author":"P Vansteenwegen","year":"2011","unstructured":"Vansteenwegen P, Souffriau W, Van Oudheusden D (2011) The orienteering problem: a survey. Eur J Oper Res 209(1):1\u201310","journal-title":"Eur J Oper Res"},{"key":"261_CR11","doi-asserted-by":"crossref","unstructured":"Li C-T, Hsieh H-P, Lin S-D (2011) Photofeel: feeling your photo collection with graph-based audiovisual flocking. In: Proceedings of the 19th ACM International Conference on Multimedia. pp 1553\u20131556","DOI":"10.1145\/2072298.2072063"},{"key":"261_CR12","doi-asserted-by":"crossref","unstructured":"Fu T-J, Wang WY, McDuff D, Song Y (2022) Doc2 ppt: automatic presentation slides generation from scientific documents. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol 36. pp 634\u2013642","DOI":"10.1609\/aaai.v36i1.19943"},{"key":"261_CR13","doi-asserted-by":"crossref","unstructured":"Wang F, Liu X, Liu O, Neshati A, Ma T, Zhu M, Zhao J (2023) Slide4n: Creating presentation slides from computational notebooks with human-AI collaboration","DOI":"10.1145\/3544548.3580753"},{"key":"261_CR14","unstructured":"Girardi EA (2022) Automatic slide generation from scientific papers based on multimodal learning. PhD thesis, Politecnico di Torino"},{"key":"261_CR15","unstructured":"Zhang M, Li M, Chen L, Yu J (2021) Aesthetic photo collage with deep reinforcement learning. arXiv preprint arXiv:2110.09775"},{"key":"261_CR16","doi-asserted-by":"crossref","unstructured":"Leake M, Shin HV, Kim JO, Agrawala M (2020) Generating audio-visual slideshows from text articles using word concreteness. In: CHI, vol 20. pp 25\u201330","DOI":"10.1145\/3313831.3376519"},{"key":"261_CR17","doi-asserted-by":"crossref","unstructured":"Chi P, Sun Z, Panovich K, Essa I (2020) Automatic video creation from a web page. In: Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology. pp 279\u2013292","DOI":"10.1145\/3379337.3415814"},{"key":"261_CR18","doi-asserted-by":"crossref","unstructured":"Zhong M, Li G, Chi P, Li Y (2021) Helpviz: automatic generation of contextual visual mobile tutorials from text-based instructions. In: The 34th Annual ACM Symposium on User Interface Software and Technology. pp 1144\u20131153","DOI":"10.1145\/3472749.3474812"},{"key":"261_CR19","doi-asserted-by":"crossref","unstructured":"Chi P, Frey N, Panovich K, Essa I (2021) Automatic instructional video creation from a markdown-formatted tutorial. In: The 34th Annual ACM Symposium on User Interface Software and Technology. pp 677\u2013690","DOI":"10.1145\/3472749.3474778"},{"issue":"5123","key":"261_CR20","doi-asserted-by":"publisher","first-page":"872","DOI":"10.1126\/science.8346439","volume":"261","author":"S Forrest","year":"1993","unstructured":"Forrest S (1993) Genetic algorithms: principles of natural selection applied to computation. Science 261(5123):872\u2013878","journal-title":"Science"},{"key":"261_CR21","unstructured":"Louren\u00e7o HR, Martin OC, St\u00fctzle T (2003) Iterated local search. Springer"},{"issue":"3","key":"261_CR22","doi-asserted-by":"publisher","first-page":"2865","DOI":"10.1016\/j.eswa.2011.08.146","volume":"39","author":"H Derbel","year":"2012","unstructured":"Derbel H, Jarboui B, Hanafi S, Chabchoub H (2012) Genetic algorithm with iterated local search for solving a location-routing problem. Expert Syst Appl 39(3):2865\u20132871","journal-title":"Expert Syst Appl"},{"key":"261_CR23","doi-asserted-by":"crossref","unstructured":"Lima CF, Lobo FG (2004) Parameter-less optimization with the extended compact genetic algorithm and iterated local search. In: Genetic and Evolutionary Computation\u2013GECCO 2004: Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004. Proceedings, Part I. Springer, pp 1328\u20131339","DOI":"10.1007\/978-3-540-24854-5_127"},{"key":"261_CR24","unstructured":"Bernardino AM, Bernardino EM, Sanchez-Perez JM, Gomez-Pulido JA, Vega-Rodriguez MA (2008) Genetic algorithms and iterated local search to solve the ring loading problem. In 2008 50th International Symposium ELMAR, vol\u00a01. IEEE, pp 265\u2013268"},{"key":"261_CR25","first-page":"181","volume":"1","author":"T Blickle","year":"2000","unstructured":"Blickle T (2000) Tournament selection. Evol Comput 1:181\u2013186","journal-title":"Evol Comput"},{"key":"261_CR26","doi-asserted-by":"crossref","unstructured":"Goldberg DE, Deb K (1991) A comparative analysis of selection schemes used in genetic algorithms. In: Foundations of Genetic Algorithms, vol\u00a01. Elsevier, pp 69\u201393","DOI":"10.1016\/B978-0-08-050684-5.50008-2"},{"key":"261_CR27","doi-asserted-by":"crossref","unstructured":"Doerr B, Doerr C (2018) Optimal static and self-adjusting parameter choices for the (1+($$\\lambda$$, $$\\lambda$$))(1+($$\\lambda$$, $$\\lambda$$)) genetic algorithm. Algorithmica 80:1658\u20131709","DOI":"10.1007\/s00453-017-0354-9"},{"key":"261_CR28","unstructured":"Arbneshi L (2022) labeatarbneshi\/photo-slideshow. https:\/\/github.com\/labeatarbneshi\/photo-slideshow. Accessed 25 Mar 2023"},{"key":"261_CR29","unstructured":"Sylejmani K (2023) ksylejmani\/photo-slideshow-ilp. https:\/\/github.com\/ksylejmani\/Photo-Slideshow-ILP. Accessed 25 Mar 2023"},{"key":"261_CR30","unstructured":"Halili N (2023) NDRIQIM-H\/photo-slideshow-cp-sat-solver. https:\/\/github.com\/Ndriqim-H\/Photo-SlideShow-CP-Sat-Solver. Accessed 25 Mar 2023"},{"key":"261_CR31","unstructured":"Krasniqi E (2023) slideshow.instance.generator. https:\/\/slideshow.instance.generator.erzen.tk\/. Accessed 25 Mar 2023"},{"key":"261_CR32","unstructured":"Montgomery DC (2017) Design and analysis of experiments. John Wiley & Sons"},{"key":"261_CR33","unstructured":"Ratti D (2019) danieleratti\/hashcode-2019. https:\/\/github.com\/danieleratti\/hashcode-2019. Accessed 25 Mar 2023"}],"container-title":["Operations Research Forum"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s43069-023-00261-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s43069-023-00261-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s43069-023-00261-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,2]],"date-time":"2024-02-02T17:35:07Z","timestamp":1706895307000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s43069-023-00261-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,4]]},"references-count":33,"journal-issue":{"issue":"4","published-online":{"date-parts":[[2023,12]]}},"alternative-id":["261"],"URL":"https:\/\/doi.org\/10.1007\/s43069-023-00261-0","relation":{},"ISSN":["2662-2556"],"issn-type":[{"value":"2662-2556","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,10,4]]},"assertion":[{"value":"5 May 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 September 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 October 2023","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Not applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics Approval"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent to Participate"}},{"value":"Not applicable.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for Publication"}},{"value":"The authors declare no competing interests.","order":5,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing Interests"}}],"article-number":"75"}}