%0 Journal Article %1 k2017survey %A K, Anju %A S, Dhanasree K %A Rajan, Vincy %D 2017 %J Imperial Journal of Interdisciplinary Research %K datasets dimensional multi survey %N 8 %T Survey on Multi-Dimensional Datasets %U http://www.imperialjournals.com/index.php/IJIR/article/view/5463 %V 3 %X Keyword-based search in text-rich multi-dimensional datasets facilitates many novel applications and tools. In this paper, the objects that are tagged with keywords are embedded in a vector space. For these datasets, queries where asked for the tightest groups of points satisfying a given set of keywords. A novel method called ProMiSH (Projection and Multi Scale Hashing) which uses random projection and hash-based index structures, and achieves high scalability and speedup. Thus, the paper introduces an exact and an approximate version of the algorithms.

@article{k2017survey, abstract = { Keyword-based search in text-rich multi-dimensional datasets facilitates many novel applications and tools. In this paper, the objects that are tagged with keywords are embedded in a vector space. For these datasets, queries where asked for the tightest groups of points satisfying a given set of keywords. A novel method called ProMiSH (Projection and Multi Scale Hashing) which uses random projection and hash-based index structures, and achieves high scalability and speedup. Thus, the paper introduces an exact and an approximate version of the algorithms. }, added-at = {2017-08-25T09:40:13.000+0200}, author = {K, Anju and S, Dhanasree K and Rajan, Vincy}, biburl = {https://www.bibsonomy.org/bibtex/2249b2245fb569534d62a066c086cf16b/ijirjournal}, description = {Survey on Multi-Dimensional Datasets | K | Imperial Journal of Interdisciplinary Research}, id = {5463}, interhash = {fc3b8661cd5ddd47726a1e8f2fbb71f5}, intrahash = {249b2245fb569534d62a066c086cf16b}, issn = {2454-1362}, journal = {Imperial Journal of Interdisciplinary Research}, keywords = {datasets dimensional multi survey}, number = 8, source = {Imperial Journal of Interdisciplinary Research}, timestamp = {2017-08-25T09:40:13.000+0200}, title = {Survey on Multi-Dimensional Datasets}, type = {Text.Serial.Journal}, uri = {http://www.imperialjournals.com/index.php/IJIR}, url = {http://www.imperialjournals.com/index.php/IJIR/article/view/5463}, volume = 3, year = 2017 }