  {"id":1581,"date":"2018-05-03T15:29:49","date_gmt":"2018-05-03T15:29:49","guid":{"rendered":"http:\/\/www.lancaster.ac.uk\/digging-ecm\/?p=1581"},"modified":"2018-06-13T08:28:04","modified_gmt":"2018-06-13T08:28:04","slug":"extracting-and-creating-data-from-the-geographic-relations","status":"publish","type":"post","link":"https:\/\/www.lancaster.ac.uk\/digging-ecm\/2018\/05\/extracting-and-creating-data-from-the-geographic-relations\/","title":{"rendered":"Extracting and creating data from the Geographic Relations"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-background-position:left top;--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:120px;--awb-padding-bottom:0px;--awb-border-sizes-top:0px;--awb-border-sizes-bottom:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"--awb-padding-bottom:0px;--awb-bg-size:cover;--awb-margin-bottom:0px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\"><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator\" style=\"margin-left: auto;margin-right: auto;margin-top:0px;margin-bottom:30px;width:100%;max-width:200px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#fec96b;border-color:#fec96b;border-top-width:3px;\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-1\"><p>Over the past few months, our team have been laying the groundwork for our research into the <i>Relaciones <\/i><i>Geogr\u00e1ficas<\/i> and getting to grips with our source material. Here\u2019s a sneak-peak of our exponentially expanding GIS place-name layers:<span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-top:10px;margin-bottom:10px;width:100%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-image-element fusion-image-align-center in-legacy-container\" style=\"text-align:center;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><div class=\"imageframe-align-center\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-zoomin\" style=\"border:10px solid #f6f6f6;\"><img decoding=\"async\" width=\"1200\" height=\"723\" title=\"ArcGIS_allplacenames\" src=\"http:\/\/www.lancaster.ac.uk\/digging-ecm\/wp-content\/uploads\/2016\/08\/ArcGIS_allplacenames-1200x723.jpg\" alt class=\"img-responsive wp-image-1566\" srcset=\"https:\/\/www.lancaster.ac.uk\/digging-ecm\/wp-content\/uploads\/2016\/08\/ArcGIS_allplacenames-200x120.jpg 200w, https:\/\/www.lancaster.ac.uk\/digging-ecm\/wp-content\/uploads\/2016\/08\/ArcGIS_allplacenames-400x241.jpg 400w, https:\/\/www.lancaster.ac.uk\/digging-ecm\/wp-content\/uploads\/2016\/08\/ArcGIS_allplacenames-600x361.jpg 600w, https:\/\/www.lancaster.ac.uk\/digging-ecm\/wp-content\/uploads\/2016\/08\/ArcGIS_allplacenames-800x482.jpg 800w, https:\/\/www.lancaster.ac.uk\/digging-ecm\/wp-content\/uploads\/2016\/08\/ArcGIS_allplacenames-1200x723.jpg 1200w, https:\/\/www.lancaster.ac.uk\/digging-ecm\/wp-content\/uploads\/2016\/08\/ArcGIS_allplacenames.jpg 1679w\" sizes=\"(max-width: 1024px) 100vw, 1200px\" \/><\/span><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-top:10px;margin-bottom:10px;width:100%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-2\"><p>The sheer size and non-standardised format of the <i>Relaciones <\/i>has meant that studying these documents has previously relied on close-reading of the texts, limiting the scope of research. Approaching this study from an interdisciplinary perspective offers us the chance to engage with innovative computational methodologies to create new opportunities for the exploration and study of these historic documents, improving accessibility and broadening the scope for research.<span data-ccp-props=\"{\">\u00a0<\/span><\/p>\n<p>Some of the key problems we aim to address include: the capability of computational methods in dealing with multilingual corpora, the ambiguous nature of many place-names mentioned within the <i>Relaciones<\/i>, and the general inaccessibility of historical texts as large and complex as this.<span data-ccp-props=\"{\">\u00a0<\/span><\/p>\n<p>We will be tackling these problems collaboratively as an interdisciplinary team, ensuring that our research contributes to the advancements of each of our fields of study. Each team brings their own expertise to the project, and by working collaboratively we are better equipped to tackle the problems posed by large historical source materials such as the <i>Relaciones Geogr\u00e1ficas<\/i>.<span data-ccp-props=\"{\">\u00a0<\/span><\/p>\n<p>One of the key challenges we face with the <i>Relaciones Geogr\u00e1ficas <\/i>is that of linguistics. This multilingual corpus features a combination of Spanish and a number of indigenous languages (predominantly Nahuatl) throughout. The excerpt below demonstrates one of the linguistic issues we face in dealing with these historic documents. \u201cHun 4at\u201d and \u201cOxi 4ahol\u201d are the indigenous names in Mayan Quiche for two volcanoes referenced in the <i>Relaci\u00f3n<\/i><i> de Santiago <\/i><i>Atitl\u00e1n<\/i>.<span data-ccp-props=\"{\">\u00a0<\/span><\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-top:20px;width:100%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-image-element fusion-image-align-center in-legacy-container\" style=\"text-align:center;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><div class=\"imageframe-align-center\"><span class=\" fusion-imageframe imageframe-glow imageframe-2 hover-type-none\" style=\"border:10px solid #f6f6f6;-webkit-box-shadow: 0 0 3px rgba(0,0,0,0.3);box-shadow: 0 0 3px rgba(0,0,0,0.3);\"><img decoding=\"async\" width=\"400\" height=\"82\" title=\"Hun_4at\" src=\"http:\/\/www.lancaster.ac.uk\/digging-ecm\/wp-content\/uploads\/2016\/08\/Hun_4at-400x82.png\" alt class=\"img-responsive wp-image-1567\" srcset=\"https:\/\/www.lancaster.ac.uk\/digging-ecm\/wp-content\/uploads\/2016\/08\/Hun_4at-200x41.png 200w, https:\/\/www.lancaster.ac.uk\/digging-ecm\/wp-content\/uploads\/2016\/08\/Hun_4at-400x82.png 400w, https:\/\/www.lancaster.ac.uk\/digging-ecm\/wp-content\/uploads\/2016\/08\/Hun_4at.png 476w\" sizes=\"(max-width: 1024px) 100vw, 400px\" \/><\/span><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-top:20px;width:100%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-3\"><p>With Natural Language Processing systems usually being trained with modern news text, they would be unable to recognise and tag words in an indigenous language such as Quiche, especially with the unfamiliar usage of a numerical character in a place-name. Computational methods for the analysis of language are continually improving, though their use in the analysis of historical texts and non-English languages still presents many challenges. Our project aims to address these problems and improve methods for the analysis of complex historical documents such as the <i>Relaciones Geogr\u00e1ficas.<\/i><span data-ccp-props=\"{\">\u00a0<\/span><\/p>\n<p>Feel free to leave your comments and\/or <a href=\"http:\/\/www.lancaster.ac.uk\/digging-ecm\/team\/\"><strong>contact us<\/strong><\/a>. If you would like to read more about individual members of our team, please see our <a href=\"http:\/\/www.lancaster.ac.uk\/digging-ecm\/team\/\"><strong>Team<\/strong><\/a> page.<span data-ccp-props=\"{\">\u00a0<\/span><\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_5 1_5 fusion-one-fifth fusion-column-first\" style=\"--awb-bg-size:cover;width:20%;width:calc(20% - ( ( 4% + 4% ) * 0.2 ) );margin-right: 4%;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\"><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_3_5 3_5 fusion-three-fifth\" style=\"--awb-bg-size:cover;width:60%;width:calc(60% - ( ( 4% + 4% ) * 0.6 ) );margin-right: 4%;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\"><div class=\"fusion-sharing-box fusion-sharing-box-1 boxed-icons has-taglines layout-floated layout-medium-floated layout-small-floated\" style=\"background-color:rgba(255,255,255,0);padding:0;--awb-layout:row;--awb-alignment-small:space-between;\" data-title=\"Extracting and creating data from the Geographic Relations\" data-description=\"Over the past few months, our team have been laying the groundwork for our research into the Relaciones Geogr\u00e1ficas and getting to grips with our source material. Here\u2019s a sneak-peak of our exponentially expanding GIS place-name layers:\u00a0  \r\n\r\nThe sheer size and non-standardised format of the Relaciones has meant that studying these\" data-link=\"https:\/\/www.lancaster.ac.uk\/digging-ecm\/2018\/05\/extracting-and-creating-data-from-the-geographic-relations\/\"><h4 class=\"tagline\" style=\"color:#1e1e1e;\">Share This Story!<\/h4><div class=\"fusion-social-networks sharingbox-shortcode-icon-wrapper sharingbox-shortcode-icon-wrapper-1 boxed-icons\"><span><a href=\"https:\/\/www.facebook.com\/sharer.php?u=https%3A%2F%2Fwww.lancaster.ac.uk%2Fdigging-ecm%2F2018%2F05%2Fextracting-and-creating-data-from-the-geographic-relations%2F&amp;t=Extracting%20and%20creating%20data%20from%20the%20Geographic%20Relations\" target=\"_blank\" rel=\"noreferrer\" title=\"Facebook\" aria-label=\"Facebook\" data-placement=\"bottom\" data-toggle=\"tooltip\" data-title=\"Facebook\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-facebook awb-icon-facebook\" style=\"color:#ffffff;background-color:#3b5998;border-color:#3b5998;border-radius:0px;\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/x.com\/intent\/post?text=Extracting%20and%20creating%20data%20from%20the%20Geographic%20Relations&amp;url=https%3A%2F%2Fwww.lancaster.ac.uk%2Fdigging-ecm%2F2018%2F05%2Fextracting-and-creating-data-from-the-geographic-relations%2F\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"X\" aria-label=\"X\" data-placement=\"bottom\" data-toggle=\"tooltip\" data-title=\"X\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-twitter awb-icon-twitter\" style=\"color:#ffffff;background-color:#000000;border-color:#000000;border-radius:0px;\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&amp;url=https%3A%2F%2Fwww.lancaster.ac.uk%2Fdigging-ecm%2F2018%2F05%2Fextracting-and-creating-data-from-the-geographic-relations%2F&amp;title=Extracting%20and%20creating%20data%20from%20the%20Geographic%20Relations&amp;summary=Over%20the%20past%20few%20months%2C%20our%20team%20have%20been%20laying%20the%20groundwork%20for%20our%20research%20into%20the%20Relaciones%20Geogr%C3%A1ficas%20and%20getting%20to%20grips%20with%20our%20source%20material.%20Here%E2%80%99s%20a%20sneak-peak%20of%20our%20exponentially%20expanding%20GIS%20place-name%20layers%3A%C2%A0%20%20%20%0D%0A%0D%0AThe%20sheer%20size%20and%20non-standardised%20format%20of%20the%20Relaciones%20has%20meant%20that%20studying%20these\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"LinkedIn\" aria-label=\"LinkedIn\" data-placement=\"bottom\" data-toggle=\"tooltip\" data-title=\"LinkedIn\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin\" style=\"color:#ffffff;background-color:#0077b5;border-color:#0077b5;border-radius:0px;\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/pinterest.com\/pin\/create\/button\/?url=https%3A%2F%2Fwww.lancaster.ac.uk%2Fdigging-ecm%2F2018%2F05%2Fextracting-and-creating-data-from-the-geographic-relations%2F&amp;description=Over%20the%20past%20few%20months%2C%20our%20team%20have%20been%20laying%20the%20groundwork%20for%20our%20research%20into%20the%20Relaciones%20Geogr%C3%A1ficas%20and%20getting%20to%20grips%20with%20our%20source%20material.%20Here%E2%80%99s%20a%20sneak-peak%20of%20our%20exponentially%20expanding%20GIS%20place-name%20layers%3A%C2%A0%20%20%20%0D%0A%0D%0AThe%20sheer%20size%20and%20non-standardised%20format%20of%20the%20Relaciones%20has%20meant%20that%20studying%20these&amp;media=\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Pinterest\" aria-label=\"Pinterest\" data-placement=\"bottom\" data-toggle=\"tooltip\" data-title=\"Pinterest\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-pinterest awb-icon-pinterest\" style=\"color:#ffffff;background-color:#bd081c;border-color:#bd081c;border-radius:0px;\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_5 1_5 fusion-one-fifth fusion-column-last\" style=\"--awb-bg-size:cover;width:20%;width:calc(20% - 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