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Using event sequence alignment to automatically segment web users for prediction and recommendation

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Nội dung chi tiết: Using event sequence alignment to automatically segment web users for prediction and recommendation

Using event sequence alignment to automatically segment web users for prediction and recommendation

/ UNIVERSITY/O HAUTE-ALSACE^gmipsÉcole Doctorale 269 Mathématiques, Sciences de rinformation el de lĩngénieur (MSII) Laboratoire Modélisation Intellig

Using event sequence alignment to automatically segment web users for prediction and recommendation gence Processus et Systèmes (MIPS)These presentee pour obtenir le grade deDocteur de 1’Université de Haute Alsace Discipline : InformatiqueUsing event

sequences alignment for automatic web users segmentationPar : Vinh-Trung LuuSoutenue publiquement le 12/16/2016Membres du jury :Rapporteur : Mustapha Using event sequence alignment to automatically segment web users for prediction and recommendation

Lebbah, Maitre de Conferences HDR, Université Paris 13Rapporteur : Fabrice Bouquet, Professeur, Université de Franche-ComtéExaminateur: Abderrafiaa K

Using event sequence alignment to automatically segment web users for prediction and recommendation

oukam, Professeur, Université de Technologic de Belfort-MontbeliardDirecteur de these : Pierre-Alain Muller, Professeur, Université de Haute AlsaceExa

/ UNIVERSITY/O HAUTE-ALSACE^gmipsÉcole Doctorale 269 Mathématiques, Sciences de rinformation el de lĩngénieur (MSII) Laboratoire Modélisation Intellig

Using event sequence alignment to automatically segment web users for prediction and recommendation aute AlsaceContents1Resume en Francais102Introduction152.1Thesis abstract.................................................... 152.2Context and motivat

ions............................................ 152.3Outline ........................................................... 163State of the art183.1Intr Using event sequence alignment to automatically segment web users for prediction and recommendation

oduction....................................................... 183.2Sequence, alignmentand score...................................... 203.2.1Sequenc

Using event sequence alignment to automatically segment web users for prediction and recommendation

e.................................................... 203.2.2Alignment................................................... 203.2.3Score................

/ UNIVERSITY/O HAUTE-ALSACE^gmipsÉcole Doctorale 269 Mathématiques, Sciences de rinformation el de lĩngénieur (MSII) Laboratoire Modélisation Intellig

Using event sequence alignment to automatically segment web users for prediction and recommendation .............................. 233.3.1Not taking sequences withdifferent lengths into account .... 243.3.2Taking sequences with different lengths into

account but not theorder of element............................................. 253.3.3Taking sequences with different lengths and order of elements Using event sequence alignment to automatically segment web users for prediction and recommendation

into account but not their succession ....................... 273.3.4Taking sequences with different lengths, order of elements andlocally their succe

Using event sequence alignment to automatically segment web users for prediction and recommendation

ssion into account........................ 30

/ UNIVERSITY/O HAUTE-ALSACE^gmipsÉcole Doctorale 269 Mathématiques, Sciences de rinformation el de lĩngénieur (MSII) Laboratoire Modélisation Intellig

/ UNIVERSITY/O HAUTE-ALSACE^gmipsÉcole Doctorale 269 Mathématiques, Sciences de rinformation el de lĩngénieur (MSII) Laboratoire Modélisation Intellig

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