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csrankings.ts
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csrankings.ts
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/*
CSRankings.ts
@author Emery Berger <emery@cs.umass.edu> http://www.emeryberger.com
*/
/// <reference path="./typescript/jquery.d.ts" />
/// <reference path="./typescript/papaparse.d.ts" />
/// <reference path="./typescript/set.d.ts" />
/// <reference path="./typescript/d3.d.ts" />
/// <reference path="./typescript/d3pie.d.ts" />
/// <reference path="./typescript/navigo.d.ts" />
declare function escape(s:string): string;
declare function unescape(s:string): string;
interface Article {
readonly name : string;
readonly conf : string;
readonly area : string;
readonly subarea : string;
readonly year : number;
readonly title : string;
readonly institution : string;
};
interface AuthorInfo {
readonly name : string;
readonly affiliation : string;
readonly homepage : string;
readonly scholarid : string;
};
interface Author {
readonly name : string;
readonly dept : string;
readonly area : string;
readonly subarea : string;
readonly count : string;
readonly adjustedcount : string;
readonly year : number;
};
interface CountryInfo {
readonly institution : string;
readonly region : "USA" | "europe" | "canada" | "northamerica" | "australasia" | "southamerica" | "asia" | "world";
};
interface Alias {
readonly alias : string;
readonly name : string;
};
interface Turing {
readonly name : string;
readonly year : number;
};
interface HomePage {
readonly name : string;
readonly homepage : string;
};
interface ScholarID {
readonly name : string;
readonly scholarid : string;
};
interface AreaMap {
readonly area : string;
readonly title : string;
};
interface ChartData {
readonly label : string;
readonly value : number;
readonly color : string;
};
class CSRankings {
private static theInstance : CSRankings; // singleton for this object
public static readonly areas : Array<string> = [];
public static readonly regions : Array<string> = ["USA", "europe", "canada", "northamerica", "southamerica", "australasia", "asia", "world"]
private navigoRouter : Navigo;
// Return the singleton corresponding to this object.
public static getInstance() : CSRankings {
return CSRankings.theInstance;
}
constructor() {
CSRankings.theInstance = this;
this.navigoRouter = new Navigo(null, true);
/* Build the areaDict dictionary: areas -> names used in pie charts
and areaPosition dictionary: areas -> position in area array
*/
for (let position = 0; position < this.areaMap.length; position++) {
const { area, title } = this.areaMap[position];
CSRankings.areas[position] = area;
this.areaNames[position] = title;
this.fields[position] = area;
this.areaDict[area] = this.areaNames[position];
this.areaPosition[area] = position;
}
for (let area of this.aiAreas) {
this.aiFields.push (this.areaPosition[area]);
}
for (let area of this.systemsAreas) {
this.systemsFields.push (this.areaPosition[area]);
}
for (let area of this.theoryAreas) {
this.theoryFields.push (this.areaPosition[area]);
}
for (let area of this.interdisciplinaryAreas) {
this.otherFields.push (this.areaPosition[area]);
}
for (let child in CSRankings.parentMap) {
let parent = CSRankings.parentMap[child];
if (!(parent in CSRankings.childMap)) {
CSRankings.childMap[parent] = [child];
} else {
CSRankings.childMap[parent].push(child);
}
}
this.displayProgress(1);
this.loadAliases(this.aliases, ()=> {
this.loadTuring(this.turing, ()=> {
this.displayProgress(2);
this.loadAuthorInfo(()=> {
this.displayProgress(3);
this.loadAuthors(()=> {
this.setAllOn();
this.navigoRouter.on({
'/index' : this.navigation,
'/fromyear/:fromyear/toyear/:toyear/index' : this.navigation
}).resolve();
this.displayProgress(4);
this.loadCountryInfo(this.countryInfo, ()=> {
setTimeout(()=> {
this.addListeners();
CSRankings.geoCheck();
}, 0);
});
});
});
});
});
}
private readonly authorFile = "/csrankings.csv";
private readonly authorinfoFile = "/generated-author-info.csv";
private readonly countryinfoFile = "/country-info.csv";
private readonly aliasFile = "/dblp-aliases.csv";
private readonly turingFile = "./turing.csv";
private readonly homepageImage ="/house-logo.png";
private readonly allowRankingChange = false; /* Can we change the kind of rankings being used? */
public static readonly parentMap : {[key : string] : string }
= { 'aaai' : 'ai',
'ijcai' : 'ai',
'cvpr' : 'vision',
'eccv' : 'vision',
'iccv' : 'vision',
'icml' : 'mlmining',
'kdd' : 'mlmining',
'nips' : 'mlmining',
'acl' : 'nlp',
'emnlp' : 'nlp',
'naacl' : 'nlp',
'sigir' : 'ir',
'www' : 'ir',
'asplos' : 'arch',
'isca' : 'arch',
'micro' : 'arch',
'hpca' : 'arch', // next tier
'ccs' : 'sec',
'oakland' : 'sec',
'usenixsec' : 'sec',
'ndss' : 'sec', // next tier (for now)
'pets' : 'sec', // next tier
'vldb' : 'mod',
'sigmod' : 'mod',
'icde' : 'mod', // next tier
'pods' : 'mod',
'dac' : 'da',
'iccad' : 'da',
'emsoft' : 'bed',
'rtas' : 'bed',
'rtss' : 'bed',
'sc' : 'hpc',
'hpdc' : 'hpc',
'ics' : 'hpc',
'mobicom' : 'mobile',
'mobisys' : 'mobile',
'sensys' : 'mobile',
'imc' : 'metrics',
'sigmetrics' : 'metrics',
'osdi' : 'ops',
'sosp' : 'ops',
'eurosys' : 'ops', // next tier (see below)
'fast' : 'ops', // next tier
'usenixatc' : 'ops', // next tier
'popl' : 'plan',
'pldi' : 'plan',
'oopsla' : 'plan', // next tier
'icfp' : 'plan', // next tier
'fse' : 'soft',
'icse' : 'soft',
'ase' : 'soft', // next tier
'issta' : 'soft', // next tier
'nsdi' : 'comm',
'sigcomm' : 'comm',
'siggraph' : 'graph',
'siggraph-asia' : 'graph',
'focs' : 'act',
'soda' : 'act',
'stoc' : 'act',
'crypto' : 'crypt',
'eurocrypt' : 'crypt',
'cav' : 'log',
'lics' : 'log',
'ismb' : 'bio',
'recomb' : 'bio',
'ec' : 'ecom',
'wine' : 'ecom',
'chiconf' : 'chi',
'ubicomp' : 'chi',
'uist' : 'chi',
'icra' : 'robotics',
'iros' : 'robotics',
'rss' : 'robotics',
'vis' : 'visualization',
'vr' : 'visualization'
};
public static readonly nextTier : {[key : string] : boolean } =
{
'ase' : true,
'issta' : true,
'icde' : true,
'pods' : true,
'hpca' : true,
'ndss' : true, // for now
'pets' : true,
'eurosys' : true,
'fast' : true,
'usenixatc' : true,
'icfp' : true,
'oopsla' : true
};
public static readonly childMap : {[key : string] : [string] } = {};
private readonly areaMap : Array<AreaMap>
= [ { area : "ai", title : "AI" },
{ area : "aaai", title : "AI" },
{ area : "ijcai", title : "AI" },
{ area : "vision", title : "Vision" },
{ area : "cvpr", title : "Vision" },
{ area : "eccv", title : "Vision" },
{ area : "iccv", title : "Vision" },
{ area : "mlmining", title : "ML" },
{ area : "icml", title : "ML" },
{ area : "kdd", title : "ML" },
{ area : "nips", title : "ML" },
{ area : "nlp", title : "NLP" },
{ area : "acl", title : "NLP" },
{ area : "emnlp", title : "NLP" },
{ area : "naacl", title : "NLP" },
{ area : "ir", title : "Web & IR" },
{ area : "sigir", title : "Web & IR" },
{ area : "www", title : "Web & IR" },
{ area : "arch", title : "Arch" },
{ area : "asplos", title : "Arch" },
{ area : "isca", title : "Arch" },
{ area : "micro", title : "Arch" },
{ area : "hpca", title : "Arch" },
{ area : "comm", title : "Networks"},
{ area : "sigcomm", title : "Networks"},
{ area : "nsdi", title : "Networks"},
{ area : "sec", title : "Security"},
{ area : "ccs", title : "Security"},
{ area : "oakland", title : "Security"},
{ area : "usenixsec", title : "Security"},
{ area : "ndss", title : "Security"},
{ area : "pets", title : "Security"},
{ area : "mod", title : "DB"},
{ area : "sigmod", title : "DB"},
{ area : "vldb", title : "DB"},
{ area : "icde", title : "DB"}, // next tier
{ area : "pods", title : "DB"}, // next tier
{ area : "hpc", title : "HPC"},
{ area : "sc", title : "HPC"},
{ area : "hpdc", title : "HPC"},
{ area : "ics", title : "HPC"},
{ area : "mobile", title : "Mobile"},
{ area : "mobicom", title : "Mobile"},
{ area : "mobisys", title : "Mobile"},
{ area : "sensys", title : "Mobile"},
{ area : "metrics", title : "Metrics"},
{ area : "imc", title : "Metrics"},
{ area : "sigmetrics", title : "Metrics"},
{ area : "ops", title : "OS" },
{ area : "sosp", title : "OS" },
{ area : "osdi", title : "OS" },
{ area : "fast", title : "OS" }, // next tier
{ area : "usenixatc", title : "OS" }, // next tier
{ area : "eurosys", title : "OS" },
{ area : "pldi", title : "PL" },
{ area : "popl", title : "PL" },
{ area : "icfp", title : "PL" }, // next tier
{ area : "oopsla", title : "PL" }, // next tier
{ area : "plan", title : "PL" },
{ area : "soft", title : "SE" },
{ area : "fse", title : "SE" },
{ area : "icse", title : "SE" },
{ area : "ase", title : "SE" }, // next tier
{ area : "issta", title : "SE" }, // next tier
{ area : "act", title : "Theory" },
{ area : "focs", title : "Theory" },
{ area : "soda", title : "Theory" },
{ area : "stoc", title : "Theory" },
{ area : "crypt", title: "Crypto" },
{ area : "crypto", title: "Crypto" },
{ area : "eurocrypt", title: "Crypto" },
{ area : "log", title : "Logic" },
{ area : "cav", title : "Logic" },
{ area : "lics", title : "Logic" },
{ area : "graph", title : "Graphics" },
{ area : "siggraph", title : "Graphics" },
{ area : "siggraph-asia", title : "Graphics" },
{ area : "chi", title : "HCI" },
{ area : "chiconf", title : "HCI" },
{ area : "ubicomp", title : "HCI" },
{ area : "uist", title : "HCI" },
{ area : "robotics", title : "Robotics" },
{ area : "icra", title : "Robotics" },
{ area : "iros", title : "Robotics" },
{ area : "rss", title : "Robotics" },
{ area : "bio", title : "Comp. Biology" },
{ area : "ismb", title : "Comp. Biology" },
{ area : "recomb", title : "Comp. Biology" },
{ area : "da", title : "EDA" },
{ area : "dac", title : "EDA" },
{ area : "iccad", title : "EDA" },
{ area : "bed", title : "Embedded" },
{ area : "emsoft", title : "Embedded" },
{ area : "rtas", title : "Embedded" },
{ area : "rtss", title : "Embedded" },
{ area : "visualization", title : "Visualization" },
{ area : "vis", title : "Visualization" },
{ area : "vr", title : "Visualization" },
{ area : "ecom", title : "ECom" },
{ area : "ec", title : "ECom" },
{ area : "wine", title : "ECom" }
//,{ area : "cse", title : "CSEd" }
];
private readonly aiAreas = [ "ai", "vision", "mlmining", "nlp", "ir" ];
private readonly systemsAreas = [ "arch", "comm", "sec", "mod", "hpc", "mobile", "metrics", "ops", "plan", "soft", "da", "bed" ];
private readonly theoryAreas = [ "act", "crypt", "log" ];
private readonly interdisciplinaryAreas = [ "graph", "chi", "robotics", "bio", "visualization", "ecom" ];
private readonly areaNames : Array<string> = [];
private readonly fields : Array<string> = [];
private readonly aiFields : Array<number> = [];
private readonly systemsFields : Array<number> = [];
private readonly theoryFields : Array<number> = [];
private readonly otherFields : Array<number> = [];
/* Map area to its name (from areaNames). */
private readonly areaDict : {[key : string] : string } = {};
/* Map area to its position in the list. */
private readonly areaPosition : {[key : string] : number } = {};
/* Map names to Google Scholar IDs. */
private readonly scholarInfo : {[key : string] : string } = {};
/* Map aliases to canonical author name. */
private readonly aliases : {[key : string] : string } = {};
/* Map Turing award winners to year */
private readonly turing : {[key : string] : number } = {};
/* Map institution to (non-US) region. */
private readonly countryInfo : {[key : string] : string } = {};
private articles : Array<Article>;
/* Map name to home page. */
private readonly homepages : {[key : string] : string } = {};
/* Set to true for "dense rankings" vs. "competition rankings". */
private readonly useDenseRankings : boolean = false;
/* The data which will hold the parsed CSV of author info. */
private authors : Array<Author> = [];
/* Map authors to the areas they have published in (for pie chart display). */
private authorAreas : {[name : string] : {[area : string] : number } } = {};
/* Computed stats (univagg). */
private stats : {[key: string] : number} = {};
private areaDeptAdjustedCount : {[key: string] : number} = {}; /* area+dept */
/* Colors for all areas. */
private readonly color : Array<string> =
["#f30000", "#0600f3", "#00b109", "#14e4b4", "#0fe7fb", "#67f200", "#ff7e00", "#8fe4fa", "#ff5300", "#640000", "#3854d1", "#d00ed8", "#7890ff", "#01664d", "#04231b", "#e9f117", "#f3228e", "#7ce8ca", "#ff5300", "#ff5300", "#7eff30", "#9a8cf6", "#79aff9", "#bfbfbf", "#56b510", "#00e2f6", "#ff4141", "#61ff41" ];
private readonly RightTriangle = "►"; // right-facing triangle symbol (collapsed view)
private readonly DownTriangle = "▼"; // downward-facing triangle symbol (expanded view)
private readonly PieChart = "◕"; // symbol that looks close enough to a pie chart
private translateNameToDBLP(name : string) : string {
// Ex: "Emery D. Berger" -> "http://dblp.uni-trier.de/pers/hd/b/Berger:Emery_D="
// First, replace spaces and non-ASCII characters (not complete).
// Known issue: does not properly handle suffixes like Jr., III, etc.
name = name.replace(/'|\-|\./g, "=");
// name = name.replace(/\-/g, "=");
// name = name.replace(/\./g, "=");
name = name.replace(/Á/g, "=Aacute=");
name = name.replace(/á/g, "=aacute=");
name = name.replace(/è/g, "=egrave=");
name = name.replace(/é/g, "=eacute=");
name = name.replace(/ï/g, "=iuml=");
name = name.replace(/ó/g, "=oacute=");
name = name.replace(/ç/g, "=ccedil=");
name = name.replace(/ä/g, "=auml=");
name = name.replace(/ö/g, "=ouml=");
name = name.replace(/ø/g, "=oslash=");
name = name.replace(/Ö/g, "=Ouml=");
name = name.replace(/ü/g, "=uuml=");
let splitName = name.split(" ");
let lastName = splitName[splitName.length - 1];
let disambiguation = ""
if (parseInt(lastName) > 0) {
// this was a disambiguation entry; go back.
disambiguation = lastName;
splitName.pop();
lastName = splitName[splitName.length - 1] + "_" + disambiguation;
}
splitName.pop();
let newName = splitName.join(" ");
newName = newName.replace(/\s/g, "_");
newName = newName.replace(/\-/g, "=");
let str = "http://dblp.uni-trier.de/pers/hd";
const lastInitial = lastName[0].toLowerCase();
str += "/" + lastInitial + "/" + lastName + ":" + newName;
return str;
}
/* Create the prologue that we preface each generated HTML page with (the results). */
private makePrologue() : string {
const s = '<div class="table-responsive" style="overflow:auto; height:700px;">'
+ '<table class="table table-fit table-sm table-striped"'
+ 'id="ranking" valign="top">';
return s;
}
/* from http://hubrik.com/2015/11/16/sort-by-last-name-with-javascript/ */
private compareNames (a : string, b : string) : number {
//split the names as strings into arrays
const aName = a.split(" ");
const bName = b.split(" ");
// get the last names by selecting
// the last element in the name arrays
// using array.length - 1 since full names
// may also have a middle name or initial
const aLastName = aName[aName.length - 1];
const bLastName = bName[bName.length - 1];
// compare the names and return either
// a negative number, positive number
// or zero.
if (aLastName < bLastName) return -1;
if (aLastName > bLastName) return 1;
return 0;
}
/* Create a pie chart */
private makeChart(name : string) : void
{
console.assert (this.color.length >= CSRankings.areas.length, "Houston, we have a problem.");
let data : Array<ChartData> = [];
let datadict : {[key : string] : number } = {};
const keys = CSRankings.areas;
const uname = unescape(name);
for (let i = 0; i < keys.length; i++) {
let key = keys[i];
if (!(uname in this.authorAreas)) {
// Defensive programming.
// This should only happen if we have an error in the aliases file.
return;
}
if (key in CSRankings.nextTier) {
continue;
}
let value = this.authorAreas[uname][key];
// Use adjusted count if this is for a department.
/*
DISABLED so department charts are invariant.
if (uname in this.stats) {
value = this.areaDeptAdjustedCount[key+uname] + 1;
if (value == 1) {
value = 0;
}
}
*/
// Round it to the nearest 0.1.
value = Math.round(value * 10) / 10;
if (value > 0) {
if (key in CSRankings.parentMap) {
key = CSRankings.parentMap[key];
}
if (!(key in datadict)) {
datadict[key] = 0;
}
datadict[key] += value;
}
}
for (let key in datadict) {
data.push({ "label" : this.areaDict[key],
"value" : Math.round(datadict[key] * 10)/10,
"color" : this.color[this.areaPosition[key]] });
}
new d3pie(name + "-chart", {
"header": {
"title": {
"text": uname,
"fontSize": 24,
"font": "open sans"
},
"subtitle": {
"text": "Publication Profile",
"color": "#999999",
"fontSize": 14,
"font": "open sans"
},
"titleSubtitlePadding": 9
},
"size": {
"canvasHeight": 500,
"canvasWidth": 500,
"pieInnerRadius": "38%",
"pieOuterRadius": "83%"
},
"data": {
"content": data,
"smallSegmentGrouping": {
"enabled": true,
"value": 1
},
},
"labels": {
"outer": {
"pieDistance": 32
},
"inner": {
//"format": "percentage", // "value",
//"hideWhenLessThanPercentage": 0 // 2 // 100 // 2
"format": "value",
"hideWhenLessThanPercentage": 5 // 100 // 2
},
"mainLabel": {
"fontSize": 10.5
},
"percentage": {
"color": "#ffffff",
"decimalPlaces": 0
},
"value": {
"color": "#ffffff", // "#adadad",
"fontSize": 10
},
"lines": {
"enabled": true
},
"truncation": {
"enabled": true
}
},
"effects": {
"load": {
"effect": "none"
},
"pullOutSegmentOnClick": {
"effect": "linear",
"speed": 400,
"size": 8
}
},
"misc": {
"gradient": {
"enabled": true,
"percentage": 100
}
}
});
}
private displayProgress(step : number) {
let msgs = ["Loading alias data.",
"Loading author information.",
"Loading publication data.",
"Computing ranking."];
let s = "";
let count = 1;
msgs.map((elem) =>{
if (count == step) {
s += "<strong>" + elem + "</strong>";
} else {
s += "<font color='gray'>" + elem + "</font>";
}
s += "<br />";
count += 1;
});
jQuery("#progress").html(s);
}
private loadAliases(aliases: {[key : string] : string },
cont : ()=> void ) : void
{
Papa.parse(this.aliasFile, {
header: true,
download : true,
complete : (results)=> {
const data : any = results.data;
const d = data as Array<Alias>;
for (let aliasPair of d) {
aliases[aliasPair.alias] = aliasPair.name;
}
setTimeout(cont, 0);
}
});
}
private loadTuring(turing: {[key : string] : number },
cont : ()=> void ) : void
{
Papa.parse(this.turingFile, {
header: true,
download : true,
complete : (results)=> {
const data : any = results.data;
const d = data as Array<Turing>;
for (let turingPair of d) {
turing[turingPair.name] = turingPair.year;
}
setTimeout(cont, 0);
}
});
}
private loadCountryInfo(countryInfo : {[key : string] : string },
cont : () => void ) : void {
Papa.parse(this.countryinfoFile, {
header: true,
download : true,
complete : (results)=> {
const data : any = results.data;
const ci = data as Array<CountryInfo>;
for (let info of ci) {
countryInfo[info.institution] = info.region;
}
setTimeout(cont, 0);
}
});
}
private loadAuthorInfo(cont : () => void) : void {
Papa.parse(this.authorFile, {
download : true,
header : true,
complete: (results)=> {
const data : any = results.data;
const ai = data as Array<AuthorInfo>;
for (let counter = 0; counter < ai.length; counter++) {
const record = ai[counter];
let name = record['name'];
this.homepages[name.trim()] = record['homepage'];
this.scholarInfo[name.trim()] = record['scholarid'];
}
setTimeout(cont, 0);
}
});
}
private loadAuthors(cont : () => void) : void {
Papa.parse(this.authorinfoFile, {
download : true,
header : true,
complete: (results)=> {
const data : any = results.data;
this.authors = data as Array<Author>;
setTimeout(cont, 0);
}
});
}
private inRegion(dept : string,
regions : string): boolean
{
switch (regions) {
case "world":
break;
case "USA":
if (dept in this.countryInfo) {
return false;
}
break;
case "europe":
if (!(dept in this.countryInfo)) { // USA
return false;
}
if (this.countryInfo[dept] != "europe") {
return false;
}
break;
case "canada":
if (!(dept in this.countryInfo)) { // USA
return false;
}
if (this.countryInfo[dept] != "canada") {
return false;
}
break;
case "northamerica":
if ((dept in this.countryInfo) && (this.countryInfo[dept] != "canada")) {
return false;
}
break;
case "australasia":
if (!(dept in this.countryInfo)) { // USA
return false;
}
if (this.countryInfo[dept] != "australasia") {
return false;
}
break;
case "southamerica":
if (!(dept in this.countryInfo)) { // USA
return false;
}
if (this.countryInfo[dept] != "southamerica") {
return false;
}
break;
case "asia":
if (!(dept in this.countryInfo)) { // USA
return false;
}
if (this.countryInfo[dept] != "asia") {
return false;
}
break;
}
return true;
}
private activateFields(value : boolean,
fields : Array<number>) : boolean
{
for (let i = 0; i < fields.length; i++) {
let item = this.fields[fields[i]];
const str = "input[name=" + item + "]";
jQuery(str).prop('checked', value);
if (item in CSRankings.childMap) {
// It's a parent.
jQuery(str).prop('disabled', false);
// Activate / deactivate all children as appropriate.
CSRankings.childMap[item].forEach((k)=> {
if (k in CSRankings.nextTier) {
jQuery('input[name='+k+']').prop('checked', false);
} else {
jQuery('input[name='+k+']').prop('checked', value);
}
});
}
}
this.rank();
return false;
}
private sortIndex(univagg : {[key: string] : number}) : string[]
{
let keys = Object.keys(univagg);
keys.sort((a,b)=> {
if (univagg[a] > univagg[b]) {
return -1;
}
if (univagg[b] > univagg[a]) {
return 1;
}
if (a < b) {
return -1;
}
if (b < a) {
return 1;
}
return 0;});
return keys;
}
private countAuthorAreas(startyear : number,
endyear : number) : void
{
for (let r in this.authors) {
if (!this.authors.hasOwnProperty(r)) {
continue;
}
const auth = this.authors[r];
const year = auth.year;
if ((year < startyear) || (year > endyear)) {
continue;
}
const theArea = auth.area;
/*
DISABLING weight selection so all pie charts look the
same regardless of which areas are currently selected:
if (weights[theArea] === 0) {
continue;
}
*/
const theDept = auth.dept;
const theCount = parseFloat(auth.count);
// const theCount = parseFloat(auth.adjustedcount);
let name : string = auth.name;
if (name in this.aliases) {
name = this.aliases[name];
}
if (!(name in this.authorAreas)) {
this.authorAreas[name] = {};
for (let area in this.areaDict) {
if (this.areaDict.hasOwnProperty(area)) {
this.authorAreas[name][area] = 0;
}
}
}
if (!(theDept in this.authorAreas)) {
this.authorAreas[theDept] = {};
for (let area in this.areaDict) {
if (this.areaDict.hasOwnProperty(area)) {
this.authorAreas[theDept][area] = 0;
}
}
}
this.authorAreas[name][theArea] += theCount;
this.authorAreas[theDept][theArea] += theCount;
}
}
/* Build the dictionary of departments (and count) to be ranked. */
private buildDepartments(startyear : number,
endyear : number,
weights : {[key:string] : number},
regions : string,
deptCounts : {[key:string] : number},
deptNames : {[key:string] : Array<string>},
facultycount : {[key:string] : number},
facultyAdjustedCount : {[key:string] : number}) : void
{
/* contains an author name if that author has been processed. */
let visited : {[key:string] : boolean} = {};
for (let r in this.authors) {
if (!this.authors.hasOwnProperty(r)) {
continue;
}
let { name, year, area, dept } = this.authors[r];
if (name in this.aliases) {
name = this.aliases[name];
}
if (typeof dept === 'undefined') {
continue;
}
if ((weights[area] === 0) || (year < startyear) || (year > endyear)) {
continue;
}
if (!this.inRegion(dept, regions)) {
continue;
}
// If this area is a child area, accumulate totals for parent.
if (area in CSRankings.parentMap) {
area = CSRankings.parentMap[area];
}
const areaDept : string = area+dept;
const nameDept : string = name+dept;
if (!(areaDept in this.areaDeptAdjustedCount)) {
this.areaDeptAdjustedCount[areaDept] = 0;
}
const count : number = parseInt(this.authors[r].count);
const adjustedCount : number = parseFloat(this.authors[r].adjustedcount);
this.areaDeptAdjustedCount[areaDept] += adjustedCount;
/* Is this the first time we have seen this person? */
if (!(name in visited)) {
visited[name] = true;
facultycount[nameDept] = 0;
facultyAdjustedCount[nameDept] = 0;
if (!(dept in deptCounts)) {
deptCounts[dept] = 0;
deptNames[dept] = <Array<string>>[];
}
deptNames[dept].push(name);
deptCounts[dept] += 1;
}
facultycount[nameDept] += count;
facultyAdjustedCount[nameDept] += adjustedCount;
}
}
/* Compute aggregate statistics. */
private computeStats(deptNames : {[key:string] : Array<string> },
numAreas : number,
weights : {[key:string] : number})
{
this.stats = {};
for (let dept in deptNames) {
if (!deptNames.hasOwnProperty(dept)) {
continue;
}
this.stats[dept] = 1;
for (let area of CSRankings.areas) {
// If this area is a child area, skip it.
if (area in CSRankings.parentMap) {
continue;
}
let areaDept = area+dept;
if (!(areaDept in this.areaDeptAdjustedCount)) {
this.areaDeptAdjustedCount[areaDept] = 0;
}
if (weights[area] != 0) {
// Adjusted (smoothed) geometric mean.
this.stats[dept] *= (this.areaDeptAdjustedCount[areaDept] + 1.0);
}
}
// finally compute geometric mean.
this.stats[dept] = Math.pow(this.stats[dept], 1/numAreas);
}
}
/* Updates the 'weights' of each area from the checkboxes. */
/* Returns the number of areas selected (checked). */
private updateWeights(weights : {[key: string] : number}) : number
{
let numAreas = 0;
for (let ind = 0; ind < CSRankings.areas.length; ind++) {
let area = CSRankings.areas[ind];
weights[area] = jQuery('input[name=' + this.fields[ind] + ']').prop('checked') ? 1 : 0;
if (weights[area] === 1) {
if (area in CSRankings.parentMap) {
// Don't count children.
continue;
}
/* One more area checked. */
numAreas++;
}
}
return numAreas;
}
private canonicalizeNames(deptNames : {[key: string] : Array<string> },
facultycount : {[key: string] : number},
facultyAdjustedCount: {[key: string] : number}) : void
{
for (let dept in deptNames) {
if (!deptNames.hasOwnProperty(dept)) {
continue;
}
for (let ind = 0; ind < deptNames[dept].length; ind++) {
let name = deptNames[dept][ind];
if (name in this.aliases) {
deptNames[dept][ind] = this.aliases[name];
if (!(this.aliases[name]+dept in facultycount)) {
facultycount[this.aliases[name]+dept] = facultycount[name+dept];
facultyAdjustedCount[this.aliases[name]+dept] = facultyAdjustedCount[name+dept];
} else {
facultycount[this.aliases[name]+dept] += facultycount[name+dept];
facultyAdjustedCount[this.aliases[name]+dept] += facultyAdjustedCount[name+dept];
}
}
}
}
}