{"id":"https://openalex.org/W2078015389","doi":"https://doi.org/10.1109/idaacs.2013.6663025","title":"LeMo: A learning analytics application focussing on user path analysis and interactive visualization","display_name":"LeMo: A learning analytics application focussing on user path analysis and interactive visualization","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W2078015389","doi":"https://doi.org/10.1109/idaacs.2013.6663025","mag":"2078015389"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs.2013.6663025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2013.6663025","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019187286","display_name":"Albrecht Fortenbacher","orcid":null},"institutions":[{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Albrecht Fortenbacher","raw_affiliation_strings":["HTW Berlin, University of Applied Sciences, Berlin, Germany","Univ. of Appl. Sci. for Eng. & Econ. (HTW Berlin), Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HTW Berlin, University of Applied Sciences, Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]},{"raw_affiliation_string":"Univ. of Appl. Sci. for Eng. & Econ. (HTW Berlin), Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025418621","display_name":"Liane Beuster","orcid":null},"institutions":[{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Liane Beuster","raw_affiliation_strings":["HTW Berlin, University of Applied Sciences, Berlin, Germany","Univ. of Appl. Sci. for Eng. & Econ. (HTW Berlin), Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HTW Berlin, University of Applied Sciences, Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]},{"raw_affiliation_string":"Univ. of Appl. Sci. for Eng. & Econ. (HTW Berlin), Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045282685","display_name":"Margarita Elkina","orcid":null},"institutions":[{"id":"https://openalex.org/I205892228","display_name":"Berlin School of Economics and Law","ror":"https://ror.org/03rkmps36","country_code":"DE","type":"education","lineage":["https://openalex.org/I205892228"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Margarita Elkina","raw_affiliation_strings":["HWR Berlin, Berlin School of Economics and Law, Berlin, Germany","Berlin School of Economics and Law (HWR Berlin), Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HWR Berlin, Berlin School of Economics and Law, Berlin, Germany","institution_ids":["https://openalex.org/I205892228"]},{"raw_affiliation_string":"Berlin School of Economics and Law (HWR Berlin), Berlin, Germany","institution_ids":["https://openalex.org/I205892228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060831532","display_name":"Leonard Kappe","orcid":null},"institutions":[{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leonard Kappe","raw_affiliation_strings":["HTW Berlin, University of Applied Sciences, Berlin, Germany","Univ. of Appl. Sci. for Eng. & Econ. (HTW Berlin), Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HTW Berlin, University of Applied Sciences, Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]},{"raw_affiliation_string":"Univ. of Appl. Sci. for Eng. & Econ. (HTW Berlin), Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071069677","display_name":"Agathe Merceron","orcid":"https://orcid.org/0000-0003-1015-5359"},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Agathe Merceron","raw_affiliation_strings":["BHT Berlin, University of Applied Sciences, Berlin, Germany","Beuth Univ. of Appl. Sci. Berlin (BHT Berlin), Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BHT Berlin, University of Applied Sciences, Berlin, Germany","institution_ids":["https://openalex.org/I129643931"]},{"raw_affiliation_string":"Beuth Univ. of Appl. Sci. Berlin (BHT Berlin), Berlin, Germany","institution_ids":["https://openalex.org/I129643931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028833038","display_name":"Andreas Pursian","orcid":null},"institutions":[{"id":"https://openalex.org/I205892228","display_name":"Berlin School of Economics and Law","ror":"https://ror.org/03rkmps36","country_code":"DE","type":"education","lineage":["https://openalex.org/I205892228"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Pursian","raw_affiliation_strings":["HWR Berlin, Berlin School of Economics and Law, Berlin, Germany","Berlin School of Economics and Law (HWR Berlin), Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HWR Berlin, Berlin School of Economics and Law, Berlin, Germany","institution_ids":["https://openalex.org/I205892228"]},{"raw_affiliation_string":"Berlin School of Economics and Law (HWR Berlin), Berlin, Germany","institution_ids":["https://openalex.org/I205892228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008632469","display_name":"Sebastian Schwarzrock","orcid":null},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Schwarzrock","raw_affiliation_strings":["BHT Berlin, University of Applied Sciences, Berlin, Germany","Beuth Univ. of Appl. Sci. Berlin (BHT Berlin), Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BHT Berlin, University of Applied Sciences, Berlin, Germany","institution_ids":["https://openalex.org/I129643931"]},{"raw_affiliation_string":"Beuth Univ. of Appl. Sci. Berlin (BHT Berlin), Berlin, Germany","institution_ids":["https://openalex.org/I129643931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021251706","display_name":"Boris Wenzlaff","orcid":null},"institutions":[{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Boris Wenzlaff","raw_affiliation_strings":["HTW Berlin, University of Applied Sciences, Berlin, Germany","Univ. of Appl. Sci. for Eng. & Econ. (HTW Berlin), Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HTW Berlin, University of Applied Sciences, Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]},{"raw_affiliation_string":"Univ. of Appl. Sci. for Eng. & Econ. (HTW Berlin), Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3152,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.93329532,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"748","last_page":"753"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.8354712128639221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.817449688911438},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7420051097869873},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.7371324896812439},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7136066555976868},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6830390691757202},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5947220325469971},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5701927542686462},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5195691585540771},{"id":"https://openalex.org/keywords/learning-design","display_name":"Learning design","score":0.5129913687705994},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4770837724208832},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.4426233172416687},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.43345868587493896},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.42287349700927734},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4165576696395874},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26776963472366333},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2301764190196991},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.18201565742492676},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.07996407151222229},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.07867830991744995}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.8354712128639221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.817449688911438},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7420051097869873},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7371324896812439},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7136066555976868},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6830390691757202},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5947220325469971},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5701927542686462},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5195691585540771},{"id":"https://openalex.org/C2989099063","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Learning design","level":2,"score":0.5129913687705994},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4770837724208832},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.4426233172416687},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.43345868587493896},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.42287349700927734},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4165576696395874},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26776963472366333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2301764190196991},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.18201565742492676},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.07996407151222229},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.07867830991744995},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idaacs.2013.6663025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2013.6663025","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5899999737739563,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1936458879","https://openalex.org/W2122182354","https://openalex.org/W2138199375","https://openalex.org/W2149690738","https://openalex.org/W2185784111","https://openalex.org/W2204771342","https://openalex.org/W2402462424","https://openalex.org/W2951009534","https://openalex.org/W3213811480","https://openalex.org/W4233094271","https://openalex.org/W6628750436","https://openalex.org/W6686419444","https://openalex.org/W6688313310","https://openalex.org/W6712956126","https://openalex.org/W6775520046"],"related_works":["https://openalex.org/W2229630036","https://openalex.org/W2148525144","https://openalex.org/W3145125923","https://openalex.org/W2013467770","https://openalex.org/W2112083262","https://openalex.org/W4246764483","https://openalex.org/W2765873974","https://openalex.org/W1602225117","https://openalex.org/W2079069819","https://openalex.org/W2070791727"],"abstract_inverted_index":{"LeMo":[0,26,38],"is":[1,35],"the":[2,37],"prototype":[3],"of":[4,25,46,52],"an":[5],"application":[6],"for":[7,30],"learning":[8,18,32],"analytics,":[9],"which":[10],"collects":[11],"data":[12],"about":[13],"learners'":[14,53],"activities":[15],"from":[16],"different":[17],"platforms.":[19],"The":[20],"article":[21],"describes":[22],"design":[23],"principles":[24],"and":[27,50],"their":[28],"implications":[29],"efficient":[31],"analytics.":[33],"Focus":[34],"on":[36],"system":[39],"architecture,":[40],"user":[41],"path":[42],"analysis":[43],"by":[44],"algorithms":[45],"sequential":[47],"pattern":[48],"mining,":[49],"visualization":[51],"activities.":[54]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}